Dataset statistics
| Number of variables | 37 |
|---|---|
| Number of observations | 23436 |
| Missing cells | 352 |
| Missing cells (%) | < 0.1% |
| Duplicate rows | 15 |
| Duplicate rows (%) | 0.1% |
| Total size in memory | 28.9 MiB |
| Average record size in memory | 1.3 KiB |
Variable types
| CAT | 19 |
|---|---|
| NUM | 15 |
| UNSUPPORTED | 3 |
Reproduction
| Analysis started | 2020-10-05 02:29:54.575902 |
|---|---|
| Analysis finished | 2020-10-05 02:30:37.868888 |
| Duration | 43.29 seconds |
| Version | pandas-profiling v2.8.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download configuration | config.yaml |
| Dataset has 15 (0.1%) duplicate rows | Duplicates |
EmployeeNumber has a high cardinality: 23366 distinct values | High cardinality |
HourlyRate has a high cardinality: 73 distinct values | High cardinality |
MonthlyIncome has a high cardinality: 1351 distinct values | High cardinality |
StandardHours is highly correlated with EnvironmentSatisfaction | High correlation |
EnvironmentSatisfaction is highly correlated with StandardHours | High correlation |
Over18 is highly correlated with Gender and 9 other fields | High correlation |
Gender is highly correlated with Over18 and 1 other fields | High correlation |
HourlyRate is highly correlated with Over18 and 1 other fields | High correlation |
JobRole is highly correlated with Over18 and 1 other fields | High correlation |
JobSatisfaction is highly correlated with Over18 | High correlation |
MaritalStatus is highly correlated with Over18 | High correlation |
OverTime is highly correlated with Over18 | High correlation |
PercentSalaryHike is highly correlated with Over18 and 1 other fields | High correlation |
PerformanceRating is highly correlated with Over18 and 1 other fields | High correlation |
StandardHours is highly correlated with Gender and 6 other fields | High correlation |
Employee Source is highly correlated with Over18 and 1 other fields | High correlation |
EnvironmentSatisfaction is highly skewed (γ1 = 108.2353204) | Skewed |
NumCompaniesWorked is highly skewed (γ1 = 144.5986932) | Skewed |
StockOptionLevel is highly skewed (γ1 = 30.4052657) | Skewed |
EmployeeNumber is uniformly distributed | Uniform |
DistanceFromHome is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
EmployeeCount is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Application ID is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
NumCompaniesWorked has 3176 (13.6%) zeros | Zeros |
StockOptionLevel has 10066 (43.0%) zeros | Zeros |
TrainingTimesLastYear has 871 (3.7%) zeros | Zeros |
YearsAtCompany has 740 (3.2%) zeros | Zeros |
YearsInCurrentRole has 3925 (16.7%) zeros | Zeros |
YearsSinceLastPromotion has 9271 (39.6%) zeros | Zeros |
YearsWithCurrManager has 4197 (17.9%) zeros | Zeros |
Age
Real number (ℝ≥0)
| Distinct count | 43 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 3 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 36.93667050740409 |
|---|---|
| Minimum | 18.0 |
| Maximum | 60.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 183.2 KiB |
Quantile statistics
| Minimum | 18 |
|---|---|
| 5-th percentile | 24 |
| Q1 | 30 |
| median | 36 |
| Q3 | 43 |
| 95-th percentile | 54 |
| Maximum | 60 |
| Range | 42 |
| Interquartile range (IQR) | 13 |
Descriptive statistics
| Standard deviation | 9.137431829 |
|---|---|
| Coefficient of variation (CV) | 0.2473810363 |
| Kurtosis | -0.40829426 |
| Mean | 36.93667051 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 0.4102218486 |
| Sum | 865537 |
| Variance | 83.49266042 |
| Value | Count | Frequency (%) | |
| 34 | 1230 | 5.2% | |
| 35 | 1227 | 5.2% | |
| 36 | 1106 | 4.7% | |
| 31 | 1085 | 4.6% | |
| 29 | 1075 | 4.6% | |
| 32 | 984 | 4.2% | |
| 30 | 952 | 4.1% | |
| 38 | 945 | 4.0% | |
| 33 | 927 | 4.0% | |
| 40 | 893 | 3.8% | |
| 37 | 806 | 3.4% | |
| 27 | 773 | 3.3% | |
| 28 | 753 | 3.2% | |
| 42 | 737 | 3.1% | |
| 39 | 661 | 2.8% | |
| 45 | 650 | 2.8% | |
| 41 | 648 | 2.8% | |
| 26 | 612 | 2.6% | |
| 44 | 528 | 2.3% | |
| 46 | 520 | 2.2% | |
| 43 | 512 | 2.2% | |
| 50 | 481 | 2.1% | |
| 25 | 416 | 1.8% | |
| 24 | 416 | 1.8% | |
| 49 | 385 | 1.6% | |
| Other values (18) | 4111 | 17.5% |
| Value | Count | Frequency (%) | |
| 18 | 127 | 0.5% | |
| 19 | 143 | 0.6% | |
| 20 | 175 | 0.7% | |
| 21 | 213 | 0.9% | |
| 22 | 257 | 1.1% | |
| 23 | 223 | 1.0% | |
| 24 | 416 | 1.8% | |
| 25 | 416 | 1.8% | |
| 26 | 612 | 2.6% | |
| 27 | 773 | 3.3% |
| Value | Count | Frequency (%) | |
| 60 | 80 | 0.3% | |
| 59 | 161 | 0.7% | |
| 58 | 224 | 1.0% | |
| 57 | 63 | 0.3% | |
| 56 | 223 | 1.0% | |
| 55 | 349 | 1.5% | |
| 54 | 287 | 1.2% | |
| 53 | 309 | 1.3% | |
| 52 | 288 | 1.2% | |
| 51 | 302 | 1.3% |
Attrition
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 13 |
| Missing (%) | 0.1% |
| Memory size | 183.2 KiB |
| Current employee | |
|---|---|
| Voluntary Resignation | 3709 |
| Value | Count | Frequency (%) | |
| Current employee | 19714 | 84.1% | |
| Voluntary Resignation | 3709 | 15.8% | |
| (Missing) | 13 | 0.1% |
Length
| Max length | 21 |
|---|---|
| Median length | 16 |
| Mean length | 16.78409285 |
| Min length | 3 |
Most occurring characters
| Value | Count | Frequency (%) | |
| e | 82565 | 21.0% | |
| r | 43137 | 11.0% | |
| n | 30867 | 7.8% | |
| o | 27132 | 6.9% | |
| t | 27132 | 6.9% | |
| l | 23423 | 6.0% | |
| u | 23423 | 6.0% | |
| y | 23423 | 6.0% | |
| 23423 | 6.0% | ||
| C | 19714 | 5.0% | |
| m | 19714 | 5.0% | |
| p | 19714 | 5.0% | |
| a | 7431 | 1.9% | |
| i | 7418 | 1.9% | |
| V | 3709 | 0.9% | |
| R | 3709 | 0.9% | |
| s | 3709 | 0.9% | |
| g | 3709 | 0.9% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 342797 | 87.1% | |
| Uppercase Letter | 27132 | 6.9% | |
| Space Separator | 23423 | 6.0% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| C | 19714 | 72.7% | |
| V | 3709 | 13.7% | |
| R | 3709 | 13.7% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| e | 82565 | 24.1% | |
| r | 43137 | 12.6% | |
| n | 30867 | 9.0% | |
| o | 27132 | 7.9% | |
| t | 27132 | 7.9% | |
| l | 23423 | 6.8% | |
| u | 23423 | 6.8% | |
| y | 23423 | 6.8% | |
| m | 19714 | 5.8% | |
| p | 19714 | 5.8% | |
| a | 7431 | 2.2% | |
| i | 7418 | 2.2% | |
| s | 3709 | 1.1% | |
| g | 3709 | 1.1% |
Most frequent Space Separator characters
| Value | Count | Frequency (%) | |
| 23423 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 369929 | 94.0% | |
| Common | 23423 | 6.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| e | 82565 | 22.3% | |
| r | 43137 | 11.7% | |
| n | 30867 | 8.3% | |
| o | 27132 | 7.3% | |
| t | 27132 | 7.3% | |
| l | 23423 | 6.3% | |
| u | 23423 | 6.3% | |
| y | 23423 | 6.3% | |
| C | 19714 | 5.3% | |
| m | 19714 | 5.3% | |
| p | 19714 | 5.3% | |
| a | 7431 | 2.0% | |
| i | 7418 | 2.0% | |
| V | 3709 | 1.0% | |
| R | 3709 | 1.0% | |
| s | 3709 | 1.0% | |
| g | 3709 | 1.0% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 23423 | 100.0% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 393352 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| e | 82565 | 21.0% | |
| r | 43137 | 11.0% | |
| n | 30867 | 7.8% | |
| o | 27132 | 6.9% | |
| t | 27132 | 6.9% | |
| l | 23423 | 6.0% | |
| u | 23423 | 6.0% | |
| y | 23423 | 6.0% | |
| 23423 | 6.0% | ||
| C | 19714 | 5.0% | |
| m | 19714 | 5.0% | |
| p | 19714 | 5.0% | |
| a | 7431 | 1.9% | |
| i | 7418 | 1.9% | |
| V | 3709 | 0.9% | |
| R | 3709 | 0.9% | |
| s | 3709 | 0.9% | |
| g | 3709 | 0.9% |
BusinessTravel
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 8 |
| Missing (%) | < 0.1% |
| Memory size | 183.2 KiB |
| Travel_Rarely | |
|---|---|
| Travel_Frequently | |
| Non-Travel | 2395 |
| Value | Count | Frequency (%) | |
| Travel_Rarely | 16620 | 70.9% | |
| Travel_Frequently | 4413 | 18.8% | |
| Non-Travel | 2395 | 10.2% | |
| (Missing) | 8 | < 0.1% |
Length
| Max length | 17 |
|---|---|
| Median length | 13 |
| Mean length | 13.44320703 |
| Min length | 3 |
Most occurring characters
| Value | Count | Frequency (%) | |
| e | 48874 | 15.5% | |
| r | 44461 | 14.1% | |
| l | 44461 | 14.1% | |
| a | 40056 | 12.7% | |
| T | 23428 | 7.4% | |
| v | 23428 | 7.4% | |
| _ | 21033 | 6.7% | |
| y | 21033 | 6.7% | |
| R | 16620 | 5.3% | |
| n | 6824 | 2.2% | |
| F | 4413 | 1.4% | |
| q | 4413 | 1.4% | |
| u | 4413 | 1.4% | |
| t | 4413 | 1.4% | |
| N | 2395 | 0.8% | |
| o | 2395 | 0.8% | |
| - | 2395 | 0.8% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 244771 | 77.7% | |
| Uppercase Letter | 46856 | 14.9% | |
| Connector Punctuation | 21033 | 6.7% | |
| Dash Punctuation | 2395 | 0.8% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| T | 23428 | 50.0% | |
| R | 16620 | 35.5% | |
| F | 4413 | 9.4% | |
| N | 2395 | 5.1% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| e | 48874 | 20.0% | |
| r | 44461 | 18.2% | |
| l | 44461 | 18.2% | |
| a | 40056 | 16.4% | |
| v | 23428 | 9.6% | |
| y | 21033 | 8.6% | |
| n | 6824 | 2.8% | |
| q | 4413 | 1.8% | |
| u | 4413 | 1.8% | |
| t | 4413 | 1.8% | |
| o | 2395 | 1.0% |
Most frequent Connector Punctuation characters
| Value | Count | Frequency (%) | |
| _ | 21033 | 100.0% |
Most frequent Dash Punctuation characters
| Value | Count | Frequency (%) | |
| - | 2395 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 291627 | 92.6% | |
| Common | 23428 | 7.4% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| e | 48874 | 16.8% | |
| r | 44461 | 15.2% | |
| l | 44461 | 15.2% | |
| a | 40056 | 13.7% | |
| T | 23428 | 8.0% | |
| v | 23428 | 8.0% | |
| y | 21033 | 7.2% | |
| R | 16620 | 5.7% | |
| n | 6824 | 2.3% | |
| F | 4413 | 1.5% | |
| q | 4413 | 1.5% | |
| u | 4413 | 1.5% | |
| t | 4413 | 1.5% | |
| N | 2395 | 0.8% | |
| o | 2395 | 0.8% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| _ | 21033 | 89.8% | |
| - | 2395 | 10.2% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 315055 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| e | 48874 | 15.5% | |
| r | 44461 | 14.1% | |
| l | 44461 | 14.1% | |
| a | 40056 | 12.7% | |
| T | 23428 | 7.4% | |
| v | 23428 | 7.4% | |
| _ | 21033 | 6.7% | |
| y | 21033 | 6.7% | |
| R | 16620 | 5.3% | |
| n | 6824 | 2.2% | |
| F | 4413 | 1.4% | |
| q | 4413 | 1.4% | |
| u | 4413 | 1.4% | |
| t | 4413 | 1.4% | |
| N | 2395 | 0.8% | |
| o | 2395 | 0.8% | |
| - | 2395 | 0.8% |
DailyRate
Real number (ℝ≥0)
| Distinct count | 883 |
|---|---|
| Unique (%) | 3.8% |
| Missing | 12 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 801.8287653688525 |
|---|---|
| Minimum | 102.0 |
| Maximum | 1499.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 183.2 KiB |
Quantile statistics
| Minimum | 102 |
|---|---|
| 5-th percentile | 164 |
| Q1 | 465 |
| median | 802 |
| Q3 | 1157 |
| 95-th percentile | 1423 |
| Maximum | 1499 |
| Range | 1397 |
| Interquartile range (IQR) | 692 |
Descriptive statistics
| Standard deviation | 403.2061664 |
|---|---|
| Coefficient of variation (CV) | 0.502858196 |
| Kurtosis | -1.204785263 |
| Mean | 801.8287654 |
| Median Absolute Deviation (MAD) | 344 |
| Skewness | -0.004644039599 |
| Sum | 18782037 |
| Variance | 162575.2127 |
| Value | Count | Frequency (%) | |
| 691 | 99 | 0.4% | |
| 408 | 81 | 0.3% | |
| 1329 | 80 | 0.3% | |
| 329 | 79 | 0.3% | |
| 1082 | 79 | 0.3% | |
| 530 | 79 | 0.3% | |
| 427 | 68 | 0.3% | |
| 334 | 67 | 0.3% | |
| 827 | 65 | 0.3% | |
| 950 | 65 | 0.3% | |
| 1125 | 65 | 0.3% | |
| 217 | 64 | 0.3% | |
| 906 | 64 | 0.3% | |
| 350 | 64 | 0.3% | |
| 1157 | 64 | 0.3% | |
| 1146 | 64 | 0.3% | |
| 117 | 64 | 0.3% | |
| 1469 | 64 | 0.3% | |
| 465 | 64 | 0.3% | |
| 688 | 64 | 0.3% | |
| 147 | 64 | 0.3% | |
| 977 | 64 | 0.3% | |
| 589 | 64 | 0.3% | |
| 575 | 64 | 0.3% | |
| 921 | 64 | 0.3% | |
| Other values (858) | 21701 | 92.6% |
| Value | Count | Frequency (%) | |
| 102 | 16 | 0.1% | |
| 103 | 18 | 0.1% | |
| 104 | 16 | 0.1% | |
| 105 | 15 | 0.1% | |
| 106 | 16 | 0.1% | |
| 107 | 16 | 0.1% | |
| 109 | 15 | 0.1% | |
| 111 | 47 | 0.2% | |
| 115 | 16 | 0.1% | |
| 116 | 32 | 0.1% |
| Value | Count | Frequency (%) | |
| 1499 | 15 | 0.1% | |
| 1498 | 16 | 0.1% | |
| 1496 | 32 | 0.1% | |
| 1495 | 48 | 0.2% | |
| 1492 | 16 | 0.1% | |
| 1490 | 62 | 0.3% | |
| 1488 | 16 | 0.1% | |
| 1485 | 46 | 0.2% | |
| 1482 | 16 | 0.1% | |
| 1480 | 32 | 0.1% |
Department
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 11 |
| Missing (%) | < 0.1% |
| Memory size | 183.2 KiB |
| Research & Development | |
|---|---|
| Sales | |
| Human Resources | 1019 |
| 1296 | 1 |
| Value | Count | Frequency (%) | |
| Research & Development | 15286 | 65.2% | |
| Sales | 7119 | 30.4% | |
| Human Resources | 1019 | 4.3% | |
| 1296 | 1 | < 0.1% | |
| (Missing) | 11 | < 0.1% |
Length
| Max length | 22 |
|---|---|
| Median length | 22 |
| Mean length | 16.52197474 |
| Min length | 3 |
Most occurring characters
| Value | Count | Frequency (%) | |
| e | 85587 | 22.1% | |
| 31591 | 8.2% | ||
| s | 24443 | 6.3% | |
| a | 23435 | 6.1% | |
| l | 22405 | 5.8% | |
| n | 16327 | 4.2% | |
| R | 16305 | 4.2% | |
| r | 16305 | 4.2% | |
| c | 16305 | 4.2% | |
| o | 16305 | 4.2% | |
| m | 16305 | 4.2% | |
| h | 15286 | 3.9% | |
| & | 15286 | 3.9% | |
| D | 15286 | 3.9% | |
| v | 15286 | 3.9% | |
| p | 15286 | 3.9% | |
| t | 15286 | 3.9% | |
| S | 7119 | 1.8% | |
| u | 2038 | 0.5% | |
| H | 1019 | 0.3% | |
| 1 | 1 | < 0.1% | |
| 2 | 1 | < 0.1% | |
| 9 | 1 | < 0.1% | |
| 6 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 300599 | 77.6% | |
| Uppercase Letter | 39729 | 10.3% | |
| Space Separator | 31591 | 8.2% | |
| Other Punctuation | 15286 | 3.9% | |
| Decimal Number | 4 | < 0.1% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| R | 16305 | 41.0% | |
| D | 15286 | 38.5% | |
| S | 7119 | 17.9% | |
| H | 1019 | 2.6% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| e | 85587 | 28.5% | |
| s | 24443 | 8.1% | |
| a | 23435 | 7.8% | |
| l | 22405 | 7.5% | |
| n | 16327 | 5.4% | |
| r | 16305 | 5.4% | |
| c | 16305 | 5.4% | |
| o | 16305 | 5.4% | |
| m | 16305 | 5.4% | |
| h | 15286 | 5.1% | |
| v | 15286 | 5.1% | |
| p | 15286 | 5.1% | |
| t | 15286 | 5.1% | |
| u | 2038 | 0.7% |
Most frequent Space Separator characters
| Value | Count | Frequency (%) | |
| 31591 | 100.0% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| & | 15286 | 100.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 1 | 1 | 25.0% | |
| 2 | 1 | 25.0% | |
| 9 | 1 | 25.0% | |
| 6 | 1 | 25.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 340328 | 87.9% | |
| Common | 46881 | 12.1% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| e | 85587 | 25.1% | |
| s | 24443 | 7.2% | |
| a | 23435 | 6.9% | |
| l | 22405 | 6.6% | |
| n | 16327 | 4.8% | |
| R | 16305 | 4.8% | |
| r | 16305 | 4.8% | |
| c | 16305 | 4.8% | |
| o | 16305 | 4.8% | |
| m | 16305 | 4.8% | |
| h | 15286 | 4.5% | |
| D | 15286 | 4.5% | |
| v | 15286 | 4.5% | |
| p | 15286 | 4.5% | |
| t | 15286 | 4.5% | |
| S | 7119 | 2.1% | |
| u | 2038 | 0.6% | |
| H | 1019 | 0.3% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 31591 | 67.4% | ||
| & | 15286 | 32.6% | |
| 1 | 1 | < 0.1% | |
| 2 | 1 | < 0.1% | |
| 9 | 1 | < 0.1% | |
| 6 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 387209 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| e | 85587 | 22.1% | |
| 31591 | 8.2% | ||
| s | 24443 | 6.3% | |
| a | 23435 | 6.1% | |
| l | 22405 | 5.8% | |
| n | 16327 | 4.2% | |
| R | 16305 | 4.2% | |
| r | 16305 | 4.2% | |
| c | 16305 | 4.2% | |
| o | 16305 | 4.2% | |
| m | 16305 | 4.2% | |
| h | 15286 | 3.9% | |
| & | 15286 | 3.9% | |
| D | 15286 | 3.9% | |
| v | 15286 | 3.9% | |
| p | 15286 | 3.9% | |
| t | 15286 | 3.9% | |
| S | 7119 | 1.8% | |
| u | 2038 | 0.5% | |
| H | 1019 | 0.3% | |
| 1 | 1 | < 0.1% | |
| 2 | 1 | < 0.1% | |
| 9 | 1 | < 0.1% | |
| 6 | 1 | < 0.1% |
Education
Real number (ℝ≥0)
| Distinct count | 6 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 12 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.9100495218579234 |
|---|---|
| Minimum | 1.0 |
| Maximum | 6.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 183.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 4 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.024930959 |
|---|---|
| Coefficient of variation (CV) | 0.3522039579 |
| Kurtosis | -0.5648828904 |
| Mean | 2.910049522 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.2842605381 |
| Sum | 68165 |
| Variance | 1.050483471 |
| Value | Count | Frequency (%) | |
| 3 | 9098 | 38.8% | |
| 4 | 6321 | 27.0% | |
| 2 | 4517 | 19.3% | |
| 1 | 2722 | 11.6% | |
| 5 | 765 | 3.3% | |
| 6 | 1 | < 0.1% | |
| (Missing) | 12 | 0.1% |
| Value | Count | Frequency (%) | |
| 1 | 2722 | 11.6% | |
| 2 | 4517 | 19.3% | |
| 3 | 9098 | 38.8% | |
| 4 | 6321 | 27.0% | |
| 5 | 765 | 3.3% | |
| 6 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 6 | 1 | < 0.1% | |
| 5 | 765 | 3.3% | |
| 4 | 6321 | 27.0% | |
| 3 | 9098 | 38.8% | |
| 2 | 4517 | 19.3% | |
| 1 | 2722 | 11.6% |
EducationField
Categorical
| Distinct count | 8 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 9 |
| Missing (%) | < 0.1% |
| Memory size | 183.2 KiB |
| Life Sciences | |
|---|---|
| Medical | |
| Marketing | |
| Technical Degree | |
| Other | 1311 |
| Other values (3) | 448 |
| Value | Count | Frequency (%) | |
| Life Sciences | 9701 | 41.4% | |
| Medical | 7337 | 31.3% | |
| Marketing | 2541 | 10.8% | |
| Technical Degree | 2089 | 8.9% | |
| Other | 1311 | 5.6% | |
| Human Resources | 446 | 1.9% | |
| Test | 1 | < 0.1% | |
| 3 | 1 | < 0.1% | |
| (Missing) | 9 | < 0.1% |
Length
| Max length | 16 |
|---|---|
| Median length | 13 |
| Mean length | 10.5411333 |
| Min length | 1 |
Most occurring characters
| Value | Count | Frequency (%) | |
| e | 49541 | 20.1% | |
| i | 31369 | 12.7% | |
| c | 31363 | 12.7% | |
| n | 14795 | 6.0% | |
| a | 12422 | 5.0% | |
| 12236 | 5.0% | ||
| s | 10594 | 4.3% | |
| M | 9878 | 4.0% | |
| L | 9701 | 3.9% | |
| f | 9701 | 3.9% | |
| S | 9701 | 3.9% | |
| l | 9426 | 3.8% | |
| d | 7337 | 3.0% | |
| r | 6387 | 2.6% | |
| g | 4630 | 1.9% | |
| t | 3853 | 1.6% | |
| h | 3400 | 1.4% | |
| k | 2541 | 1.0% | |
| T | 2090 | 0.8% | |
| D | 2089 | 0.8% | |
| O | 1311 | 0.5% | |
| u | 892 | 0.4% | |
| H | 446 | 0.2% | |
| m | 446 | 0.2% | |
| R | 446 | 0.2% | |
| Other values (2) | 447 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 199143 | 80.6% | |
| Uppercase Letter | 35662 | 14.4% | |
| Space Separator | 12236 | 5.0% | |
| Decimal Number | 1 | < 0.1% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| M | 9878 | 27.7% | |
| L | 9701 | 27.2% | |
| S | 9701 | 27.2% | |
| T | 2090 | 5.9% | |
| D | 2089 | 5.9% | |
| O | 1311 | 3.7% | |
| H | 446 | 1.3% | |
| R | 446 | 1.3% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| e | 49541 | 24.9% | |
| i | 31369 | 15.8% | |
| c | 31363 | 15.7% | |
| n | 14795 | 7.4% | |
| a | 12422 | 6.2% | |
| s | 10594 | 5.3% | |
| f | 9701 | 4.9% | |
| l | 9426 | 4.7% | |
| d | 7337 | 3.7% | |
| r | 6387 | 3.2% | |
| g | 4630 | 2.3% | |
| t | 3853 | 1.9% | |
| h | 3400 | 1.7% | |
| k | 2541 | 1.3% | |
| u | 892 | 0.4% | |
| m | 446 | 0.2% | |
| o | 446 | 0.2% |
Most frequent Space Separator characters
| Value | Count | Frequency (%) | |
| 12236 | 100.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 3 | 1 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 234805 | 95.0% | |
| Common | 12237 | 5.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| e | 49541 | 21.1% | |
| i | 31369 | 13.4% | |
| c | 31363 | 13.4% | |
| n | 14795 | 6.3% | |
| a | 12422 | 5.3% | |
| s | 10594 | 4.5% | |
| M | 9878 | 4.2% | |
| L | 9701 | 4.1% | |
| f | 9701 | 4.1% | |
| S | 9701 | 4.1% | |
| l | 9426 | 4.0% | |
| d | 7337 | 3.1% | |
| r | 6387 | 2.7% | |
| g | 4630 | 2.0% | |
| t | 3853 | 1.6% | |
| h | 3400 | 1.4% | |
| k | 2541 | 1.1% | |
| T | 2090 | 0.9% | |
| D | 2089 | 0.9% | |
| O | 1311 | 0.6% | |
| u | 892 | 0.4% | |
| H | 446 | 0.2% | |
| m | 446 | 0.2% | |
| R | 446 | 0.2% | |
| o | 446 | 0.2% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 12236 | > 99.9% | ||
| 3 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 247042 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| e | 49541 | 20.1% | |
| i | 31369 | 12.7% | |
| c | 31363 | 12.7% | |
| n | 14795 | 6.0% | |
| a | 12422 | 5.0% | |
| 12236 | 5.0% | ||
| s | 10594 | 4.3% | |
| M | 9878 | 4.0% | |
| L | 9701 | 3.9% | |
| f | 9701 | 3.9% | |
| S | 9701 | 3.9% | |
| l | 9426 | 3.8% | |
| d | 7337 | 3.0% | |
| r | 6387 | 2.6% | |
| g | 4630 | 1.9% | |
| t | 3853 | 1.6% | |
| h | 3400 | 1.4% | |
| k | 2541 | 1.0% | |
| T | 2090 | 0.8% | |
| D | 2089 | 0.8% | |
| O | 1311 | 0.5% | |
| u | 892 | 0.4% | |
| H | 446 | 0.2% | |
| m | 446 | 0.2% | |
| R | 446 | 0.2% | |
| Other values (2) | 447 | 0.2% |
| Distinct count | 23366 |
|---|---|
| Unique (%) | 99.7% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 183.2 KiB |
| 23244 | 7 |
|---|---|
| 1 | 7 |
| 6325 | 6 |
| 10442 | 5 |
| 10024 | 4 |
| Other values (23361) |
| Value | Count | Frequency (%) | |
| 23244 | 7 | < 0.1% | |
| 1 | 7 | < 0.1% | |
| 6325 | 6 | < 0.1% | |
| 10442 | 5 | < 0.1% | |
| 10024 | 4 | < 0.1% | |
| 9568 | 4 | < 0.1% | |
| 12686 | 4 | < 0.1% | |
| 35 | 4 | < 0.1% | |
| 12078 | 4 | < 0.1% | |
| 13411 | 3 | < 0.1% | |
| 17031 | 3 | < 0.1% | |
| 11470 | 3 | < 0.1% | |
| 816 | 2 | < 0.1% | |
| 2092 | 2 | < 0.1% | |
| 1826 | 2 | < 0.1% | |
| 7 | 2 | < 0.1% | |
| 3538 | 2 | < 0.1% | |
| 20308 | 2 | < 0.1% | |
| 4 | 2 | < 0.1% | |
| 126 | 2 | < 0.1% | |
| 819 | 2 | < 0.1% | |
| 2396 | 2 | < 0.1% | |
| 15848 | 2 | < 0.1% | |
| 21567 | 2 | < 0.1% | |
| 1294 | 2 | < 0.1% | |
| Other values (23341) | 23355 | 99.7% |
Length
| Max length | 7 |
|---|---|
| Median length | 5 |
| Mean length | 4.525942994 |
| Min length | 1 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 1 | 20056 | 18.9% | |
| 2 | 13531 | 12.8% | |
| 3 | 9577 | 9.0% | |
| 4 | 9040 | 8.5% | |
| 5 | 8993 | 8.5% | |
| 0 | 8991 | 8.5% | |
| 6 | 8990 | 8.5% | |
| 8 | 8965 | 8.5% | |
| 7 | 8962 | 8.4% | |
| 9 | 8947 | 8.4% | |
| T | 5 | < 0.1% | |
| E | 2 | < 0.1% | |
| S | 2 | < 0.1% | |
| n | 2 | < 0.1% | |
| e | 1 | < 0.1% | |
| s | 1 | < 0.1% | |
| t | 1 | < 0.1% | |
| I | 1 | < 0.1% | |
| N | 1 | < 0.1% | |
| G | 1 | < 0.1% | |
| a | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 106052 | > 99.9% | |
| Uppercase Letter | 12 | < 0.1% | |
| Lowercase Letter | 6 | < 0.1% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 1 | 20056 | 18.9% | |
| 2 | 13531 | 12.8% | |
| 3 | 9577 | 9.0% | |
| 4 | 9040 | 8.5% | |
| 5 | 8993 | 8.5% | |
| 0 | 8991 | 8.5% | |
| 6 | 8990 | 8.5% | |
| 8 | 8965 | 8.5% | |
| 7 | 8962 | 8.5% | |
| 9 | 8947 | 8.4% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| T | 5 | 41.7% | |
| E | 2 | 16.7% | |
| S | 2 | 16.7% | |
| I | 1 | 8.3% | |
| N | 1 | 8.3% | |
| G | 1 | 8.3% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| n | 2 | 33.3% | |
| e | 1 | 16.7% | |
| s | 1 | 16.7% | |
| t | 1 | 16.7% | |
| a | 1 | 16.7% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 106052 | > 99.9% | |
| Latin | 18 | < 0.1% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 1 | 20056 | 18.9% | |
| 2 | 13531 | 12.8% | |
| 3 | 9577 | 9.0% | |
| 4 | 9040 | 8.5% | |
| 5 | 8993 | 8.5% | |
| 0 | 8991 | 8.5% | |
| 6 | 8990 | 8.5% | |
| 8 | 8965 | 8.5% | |
| 7 | 8962 | 8.5% | |
| 9 | 8947 | 8.4% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| T | 5 | 27.8% | |
| E | 2 | 11.1% | |
| S | 2 | 11.1% | |
| n | 2 | 11.1% | |
| e | 1 | 5.6% | |
| s | 1 | 5.6% | |
| t | 1 | 5.6% | |
| I | 1 | 5.6% | |
| N | 1 | 5.6% | |
| G | 1 | 5.6% | |
| a | 1 | 5.6% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 106070 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 1 | 20056 | 18.9% | |
| 2 | 13531 | 12.8% | |
| 3 | 9577 | 9.0% | |
| 4 | 9040 | 8.5% | |
| 5 | 8993 | 8.5% | |
| 0 | 8991 | 8.5% | |
| 6 | 8990 | 8.5% | |
| 8 | 8965 | 8.5% | |
| 7 | 8962 | 8.4% | |
| 9 | 8947 | 8.4% | |
| T | 5 | < 0.1% | |
| E | 2 | < 0.1% | |
| S | 2 | < 0.1% | |
| n | 2 | < 0.1% | |
| e | 1 | < 0.1% | |
| s | 1 | < 0.1% | |
| t | 1 | < 0.1% | |
| I | 1 | < 0.1% | |
| N | 1 | < 0.1% | |
| G | 1 | < 0.1% | |
| a | 1 | < 0.1% |
| Distinct count | 6 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 9 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.681777436291458 |
|---|---|
| Minimum | 1.0 |
| Maximum | 129588.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 183.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 4 |
| Maximum | 129588 |
| Range | 129587 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1186.544372 |
|---|---|
| Coefficient of variation (CV) | 86.72443166 |
| Kurtosis | 11714.8661 |
| Mean | 13.68177744 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 108.2353204 |
| Sum | 320523 |
| Variance | 1407887.547 |
| Value | Count | Frequency (%) | |
| 3 | 7196 | 30.7% | |
| 4 | 7110 | 30.3% | |
| 1 | 4580 | 19.5% | |
| 2 | 4539 | 19.4% | |
| 129588 | 1 | < 0.1% | |
| 127249 | 1 | < 0.1% | |
| (Missing) | 9 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1 | 4580 | 19.5% | |
| 2 | 4539 | 19.4% | |
| 3 | 7196 | 30.7% | |
| 4 | 7110 | 30.3% | |
| 127249 | 1 | < 0.1% | |
| 129588 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 129588 | 1 | < 0.1% | |
| 127249 | 1 | < 0.1% | |
| 4 | 7110 | 30.3% | |
| 3 | 7196 | 30.7% | |
| 2 | 4539 | 19.4% | |
| 1 | 4580 | 19.5% |
| Distinct count | 4 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 10 |
| Missing (%) | < 0.1% |
| Memory size | 183.2 KiB |
| Male | |
|---|---|
| Female | |
| 2 | 1 |
| 1 | 1 |
| Value | Count | Frequency (%) | |
| Male | 14056 | 60.0% | |
| Female | 9368 | 40.0% | |
| 2 | 1 | < 0.1% | |
| 1 | 1 | < 0.1% | |
| (Missing) | 10 | < 0.1% |
Length
| Max length | 6 |
|---|---|
| Median length | 4 |
| Mean length | 4.798771121 |
| Min length | 1 |
Most occurring characters
| Value | Count | Frequency (%) | |
| e | 32792 | 29.2% | |
| a | 23434 | 20.8% | |
| l | 23424 | 20.8% | |
| M | 14056 | 12.5% | |
| F | 9368 | 8.3% | |
| m | 9368 | 8.3% | |
| n | 20 | < 0.1% | |
| 1 | 1 | < 0.1% | |
| 2 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 89038 | 79.2% | |
| Uppercase Letter | 23424 | 20.8% | |
| Decimal Number | 2 | < 0.1% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| M | 14056 | 60.0% | |
| F | 9368 | 40.0% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| e | 32792 | 36.8% | |
| a | 23434 | 26.3% | |
| l | 23424 | 26.3% | |
| m | 9368 | 10.5% | |
| n | 20 | < 0.1% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 1 | 1 | 50.0% | |
| 2 | 1 | 50.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 112462 | > 99.9% | |
| Common | 2 | < 0.1% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| e | 32792 | 29.2% | |
| a | 23434 | 20.8% | |
| l | 23424 | 20.8% | |
| M | 14056 | 12.5% | |
| F | 9368 | 8.3% | |
| m | 9368 | 8.3% | |
| n | 20 | < 0.1% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 1 | 1 | 50.0% | |
| 2 | 1 | 50.0% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 112464 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| e | 32792 | 29.2% | |
| a | 23434 | 20.8% | |
| l | 23424 | 20.8% | |
| M | 14056 | 12.5% | |
| F | 9368 | 8.3% | |
| m | 9368 | 8.3% | |
| n | 20 | < 0.1% | |
| 1 | 1 | < 0.1% | |
| 2 | 1 | < 0.1% |
| Distinct count | 73 |
|---|---|
| Unique (%) | 0.3% |
| Missing | 9 |
| Missing (%) | < 0.1% |
| Memory size | 183.2 KiB |
| 66 | 480 |
|---|---|
| 98 | 447 |
| 48 | 447 |
| 42 | 445 |
| 84 | 444 |
| Other values (68) |
| Value | Count | Frequency (%) | |
| 66 | 480 | 2.0% | |
| 98 | 447 | 1.9% | |
| 48 | 447 | 1.9% | |
| 42 | 445 | 1.9% | |
| 84 | 444 | 1.9% | |
| 96 | 436 | 1.9% | |
| 79 | 431 | 1.8% | |
| 87 | 417 | 1.8% | |
| 57 | 416 | 1.8% | |
| 56 | 410 | 1.7% | |
| 52 | 409 | 1.7% | |
| 54 | 406 | 1.7% | |
| 32 | 404 | 1.7% | |
| 72 | 404 | 1.7% | |
| 46 | 400 | 1.7% | |
| 92 | 397 | 1.7% | |
| 43 | 383 | 1.6% | |
| 73 | 383 | 1.6% | |
| 45 | 379 | 1.6% | |
| 82 | 377 | 1.6% | |
| 78 | 371 | 1.6% | |
| 81 | 366 | 1.6% | |
| 95 | 365 | 1.6% | |
| 62 | 363 | 1.5% | |
| 60 | 363 | 1.5% | |
| Other values (48) | 13284 | 56.7% |
Length
| Max length | 6 |
|---|---|
| Median length | 2 |
| Mean length | 2.013227513 |
| Min length | 2 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 6 | 5798 | 12.3% | |
| 4 | 5789 | 12.3% | |
| 8 | 5760 | 12.2% | |
| 7 | 5744 | 12.2% | |
| 9 | 5640 | 12.0% | |
| 5 | 5502 | 11.7% | |
| 3 | 4958 | 10.5% | |
| 2 | 2799 | 5.9% | |
| 0 | 2698 | 5.7% | |
| 1 | 2457 | 5.2% | |
| n | 18 | < 0.1% | |
| a | 11 | < 0.1% | |
| e | 3 | < 0.1% | |
| l | 2 | < 0.1% | |
| M | 1 | < 0.1% | |
| F | 1 | < 0.1% | |
| m | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 47145 | 99.9% | |
| Lowercase Letter | 35 | 0.1% | |
| Uppercase Letter | 2 | < 0.1% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 6 | 5798 | 12.3% | |
| 4 | 5789 | 12.3% | |
| 8 | 5760 | 12.2% | |
| 7 | 5744 | 12.2% | |
| 9 | 5640 | 12.0% | |
| 5 | 5502 | 11.7% | |
| 3 | 4958 | 10.5% | |
| 2 | 2799 | 5.9% | |
| 0 | 2698 | 5.7% | |
| 1 | 2457 | 5.2% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| n | 18 | 51.4% | |
| a | 11 | 31.4% | |
| e | 3 | 8.6% | |
| l | 2 | 5.7% | |
| m | 1 | 2.9% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| M | 1 | 50.0% | |
| F | 1 | 50.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 47145 | 99.9% | |
| Latin | 37 | 0.1% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 6 | 5798 | 12.3% | |
| 4 | 5789 | 12.3% | |
| 8 | 5760 | 12.2% | |
| 7 | 5744 | 12.2% | |
| 9 | 5640 | 12.0% | |
| 5 | 5502 | 11.7% | |
| 3 | 4958 | 10.5% | |
| 2 | 2799 | 5.9% | |
| 0 | 2698 | 5.7% | |
| 1 | 2457 | 5.2% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| n | 18 | 48.6% | |
| a | 11 | 29.7% | |
| e | 3 | 8.1% | |
| l | 2 | 5.4% | |
| M | 1 | 2.7% | |
| F | 1 | 2.7% | |
| m | 1 | 2.7% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 47182 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 6 | 5798 | 12.3% | |
| 4 | 5789 | 12.3% | |
| 8 | 5760 | 12.2% | |
| 7 | 5744 | 12.2% | |
| 9 | 5640 | 12.0% | |
| 5 | 5502 | 11.7% | |
| 3 | 4958 | 10.5% | |
| 2 | 2799 | 5.9% | |
| 0 | 2698 | 5.7% | |
| 1 | 2457 | 5.2% | |
| n | 18 | < 0.1% | |
| a | 11 | < 0.1% | |
| e | 3 | < 0.1% | |
| l | 2 | < 0.1% | |
| M | 1 | < 0.1% | |
| F | 1 | < 0.1% | |
| m | 1 | < 0.1% |
JobInvolvement
Real number (ℝ≥0)
| Distinct count | 6 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 9 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.7338114141802192 |
|---|---|
| Minimum | 1.0 |
| Maximum | 54.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 183.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 3 |
| Q3 | 3 |
| 95-th percentile | 4 |
| Maximum | 54 |
| Range | 53 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.8368602102 |
|---|---|
| Coefficient of variation (CV) | 0.3061148278 |
| Kurtosis | 934.3160899 |
| Mean | 2.733811414 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 15.81635307 |
| Sum | 64045 |
| Variance | 0.7003350115 |
| Value | Count | Frequency (%) | |
| 3 | 13853 | 59.1% | |
| 2 | 5973 | 25.5% | |
| 4 | 2280 | 9.7% | |
| 1 | 1319 | 5.6% | |
| 47 | 1 | < 0.1% | |
| 54 | 1 | < 0.1% | |
| (Missing) | 9 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1 | 1319 | 5.6% | |
| 2 | 5973 | 25.5% | |
| 3 | 13853 | 59.1% | |
| 4 | 2280 | 9.7% | |
| 47 | 1 | < 0.1% | |
| 54 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 54 | 1 | < 0.1% | |
| 47 | 1 | < 0.1% | |
| 4 | 2280 | 9.7% | |
| 3 | 13853 | 59.1% | |
| 2 | 5973 | 25.5% | |
| 1 | 1319 | 5.6% |
JobLevel
Real number (ℝ≥0)
| Distinct count | 5 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 7 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.064023219087456 |
|---|---|
| Minimum | 1.0 |
| Maximum | 5.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 183.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 4 |
| Maximum | 5 |
| Range | 4 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.105420801 |
|---|---|
| Coefficient of variation (CV) | 0.5355660684 |
| Kurtosis | 0.3934487693 |
| Mean | 2.064023219 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.023071 |
| Sum | 48358 |
| Variance | 1.221955146 |
| Value | Count | Frequency (%) | |
| 1 | 8641 | 36.9% | |
| 2 | 8526 | 36.4% | |
| 3 | 3475 | 14.8% | |
| 4 | 1695 | 7.2% | |
| 5 | 1092 | 4.7% | |
| (Missing) | 7 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1 | 8641 | 36.9% | |
| 2 | 8526 | 36.4% | |
| 3 | 3475 | 14.8% | |
| 4 | 1695 | 7.2% | |
| 5 | 1092 | 4.7% |
| Value | Count | Frequency (%) | |
| 5 | 1092 | 4.7% | |
| 4 | 1695 | 7.2% | |
| 3 | 3475 | 14.8% | |
| 2 | 8526 | 36.4% | |
| 1 | 8641 | 36.9% |
| Distinct count | 11 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 9 |
| Missing (%) | < 0.1% |
| Memory size | 183.2 KiB |
| Sales Executive | |
|---|---|
| Research Scientist | |
| Laboratory Technician | |
| Manufacturing Director | |
| Healthcare Representative | |
| Other values (6) |
| Value | Count | Frequency (%) | |
| Sales Executive | 5111 | 21.8% | |
| Research Scientist | 4634 | 19.8% | |
| Laboratory Technician | 4162 | 17.8% | |
| Manufacturing Director | 2376 | 10.1% | |
| Healthcare Representative | 2104 | 9.0% | |
| Manager | 1600 | 6.8% | |
| Sales Representative | 1306 | 5.6% | |
| Research Director | 1287 | 5.5% | |
| Human Resources | 845 | 3.6% | |
| 4 | 1 | < 0.1% | |
| 5 | 1 | < 0.1% | |
| (Missing) | 9 | < 0.1% |
Length
| Max length | 25 |
|---|---|
| Median length | 18 |
| Mean length | 18.10266257 |
| Min length | 1 |
Most occurring characters
| Value | Count | Frequency (%) | |
| e | 62078 | 14.6% | |
| a | 41248 | 9.7% | |
| t | 33504 | 7.9% | |
| c | 32978 | 7.8% | |
| i | 32152 | 7.6% | |
| r | 31906 | 7.5% | |
| n | 23583 | 5.6% | |
| s | 22072 | 5.2% | |
| 21825 | 5.1% | ||
| o | 12832 | 3.0% | |
| h | 12187 | 2.9% | |
| u | 11553 | 2.7% | |
| S | 11051 | 2.6% | |
| R | 10176 | 2.4% | |
| l | 8521 | 2.0% | |
| v | 8521 | 2.0% | |
| E | 5111 | 1.2% | |
| x | 5111 | 1.2% | |
| L | 4162 | 1.0% | |
| b | 4162 | 1.0% | |
| y | 4162 | 1.0% | |
| T | 4162 | 1.0% | |
| M | 3976 | 0.9% | |
| g | 3976 | 0.9% | |
| D | 3663 | 0.9% | |
| Other values (6) | 9582 | 2.3% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 357177 | 84.2% | |
| Uppercase Letter | 45250 | 10.7% | |
| Space Separator | 21825 | 5.1% | |
| Decimal Number | 2 | < 0.1% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| S | 11051 | 24.4% | |
| R | 10176 | 22.5% | |
| E | 5111 | 11.3% | |
| L | 4162 | 9.2% | |
| T | 4162 | 9.2% | |
| M | 3976 | 8.8% | |
| D | 3663 | 8.1% | |
| H | 2949 | 6.5% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| e | 62078 | 17.4% | |
| a | 41248 | 11.5% | |
| t | 33504 | 9.4% | |
| c | 32978 | 9.2% | |
| i | 32152 | 9.0% | |
| r | 31906 | 8.9% | |
| n | 23583 | 6.6% | |
| s | 22072 | 6.2% | |
| o | 12832 | 3.6% | |
| h | 12187 | 3.4% | |
| u | 11553 | 3.2% | |
| l | 8521 | 2.4% | |
| v | 8521 | 2.4% | |
| x | 5111 | 1.4% | |
| b | 4162 | 1.2% | |
| y | 4162 | 1.2% | |
| g | 3976 | 1.1% | |
| p | 3410 | 1.0% | |
| f | 2376 | 0.7% | |
| m | 845 | 0.2% |
Most frequent Space Separator characters
| Value | Count | Frequency (%) | |
| 21825 | 100.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 5 | 1 | 50.0% | |
| 4 | 1 | 50.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 402427 | 94.9% | |
| Common | 21827 | 5.1% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| e | 62078 | 15.4% | |
| a | 41248 | 10.2% | |
| t | 33504 | 8.3% | |
| c | 32978 | 8.2% | |
| i | 32152 | 8.0% | |
| r | 31906 | 7.9% | |
| n | 23583 | 5.9% | |
| s | 22072 | 5.5% | |
| o | 12832 | 3.2% | |
| h | 12187 | 3.0% | |
| u | 11553 | 2.9% | |
| S | 11051 | 2.7% | |
| R | 10176 | 2.5% | |
| l | 8521 | 2.1% | |
| v | 8521 | 2.1% | |
| E | 5111 | 1.3% | |
| x | 5111 | 1.3% | |
| L | 4162 | 1.0% | |
| b | 4162 | 1.0% | |
| y | 4162 | 1.0% | |
| T | 4162 | 1.0% | |
| M | 3976 | 1.0% | |
| g | 3976 | 1.0% | |
| D | 3663 | 0.9% | |
| p | 3410 | 0.8% | |
| Other values (3) | 6170 | 1.5% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 21825 | > 99.9% | ||
| 5 | 1 | < 0.1% | |
| 4 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 424254 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| e | 62078 | 14.6% | |
| a | 41248 | 9.7% | |
| t | 33504 | 7.9% | |
| c | 32978 | 7.8% | |
| i | 32152 | 7.6% | |
| r | 31906 | 7.5% | |
| n | 23583 | 5.6% | |
| s | 22072 | 5.2% | |
| 21825 | 5.1% | ||
| o | 12832 | 3.0% | |
| h | 12187 | 2.9% | |
| u | 11553 | 2.7% | |
| S | 11051 | 2.6% | |
| R | 10176 | 2.4% | |
| l | 8521 | 2.0% | |
| v | 8521 | 2.0% | |
| E | 5111 | 1.2% | |
| x | 5111 | 1.2% | |
| L | 4162 | 1.0% | |
| b | 4162 | 1.0% | |
| y | 4162 | 1.0% | |
| T | 4162 | 1.0% | |
| M | 3976 | 0.9% | |
| g | 3976 | 0.9% | |
| D | 3663 | 0.9% | |
| Other values (6) | 9582 | 2.3% |
| Distinct count | 5 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 9 |
| Missing (%) | < 0.1% |
| Memory size | 183.2 KiB |
| 4 | |
|---|---|
| 3 | |
| 1 | |
| 2 | |
| Manager | 2 |
| Value | Count | Frequency (%) | |
| 4 | 7276 | 31.0% | |
| 3 | 7088 | 30.2% | |
| 1 | 4605 | 19.6% | |
| 2 | 4456 | 19.0% | |
| Manager | 2 | < 0.1% | |
| (Missing) | 9 | < 0.1% |
Length
| Max length | 7 |
|---|---|
| Median length | 1 |
| Mean length | 1.001280082 |
| Min length | 1 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 4 | 7276 | 31.0% | |
| 3 | 7088 | 30.2% | |
| 1 | 4605 | 19.6% | |
| 2 | 4456 | 19.0% | |
| n | 20 | 0.1% | |
| a | 13 | 0.1% | |
| M | 2 | < 0.1% | |
| g | 2 | < 0.1% | |
| e | 2 | < 0.1% | |
| r | 2 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 23425 | 99.8% | |
| Lowercase Letter | 39 | 0.2% | |
| Uppercase Letter | 2 | < 0.1% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 4 | 7276 | 31.1% | |
| 3 | 7088 | 30.3% | |
| 1 | 4605 | 19.7% | |
| 2 | 4456 | 19.0% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| n | 20 | 51.3% | |
| a | 13 | 33.3% | |
| g | 2 | 5.1% | |
| e | 2 | 5.1% | |
| r | 2 | 5.1% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| M | 2 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 23425 | 99.8% | |
| Latin | 41 | 0.2% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 4 | 7276 | 31.1% | |
| 3 | 7088 | 30.3% | |
| 1 | 4605 | 19.7% | |
| 2 | 4456 | 19.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| n | 20 | 48.8% | |
| a | 13 | 31.7% | |
| M | 2 | 4.9% | |
| g | 2 | 4.9% | |
| e | 2 | 4.9% | |
| r | 2 | 4.9% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 23466 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 4 | 7276 | 31.0% | |
| 3 | 7088 | 30.2% | |
| 1 | 4605 | 19.6% | |
| 2 | 4456 | 19.0% | |
| n | 20 | 0.1% | |
| a | 13 | 0.1% | |
| M | 2 | < 0.1% | |
| g | 2 | < 0.1% | |
| e | 2 | < 0.1% | |
| r | 2 | < 0.1% |
| Distinct count | 4 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 11 |
| Missing (%) | < 0.1% |
| Memory size | 183.2 KiB |
| Married | |
|---|---|
| Single | |
| Divorced | |
| 4 | 2 |
| Value | Count | Frequency (%) | |
| Married | 10709 | 45.7% | |
| Single | 7504 | 32.0% | |
| Divorced | 5210 | 22.2% | |
| 4 | 2 | < 0.1% | |
| (Missing) | 11 | < 0.1% |
Length
| Max length | 8 |
|---|---|
| Median length | 7 |
| Mean length | 6.899726916 |
| Min length | 1 |
Most occurring characters
| Value | Count | Frequency (%) | |
| r | 26628 | 16.5% | |
| i | 23423 | 14.5% | |
| e | 23423 | 14.5% | |
| d | 15919 | 9.8% | |
| a | 10720 | 6.6% | |
| M | 10709 | 6.6% | |
| n | 7526 | 4.7% | |
| S | 7504 | 4.6% | |
| g | 7504 | 4.6% | |
| l | 7504 | 4.6% | |
| D | 5210 | 3.2% | |
| v | 5210 | 3.2% | |
| o | 5210 | 3.2% | |
| c | 5210 | 3.2% | |
| 4 | 2 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 138277 | 85.5% | |
| Uppercase Letter | 23423 | 14.5% | |
| Decimal Number | 2 | < 0.1% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| M | 10709 | 45.7% | |
| S | 7504 | 32.0% | |
| D | 5210 | 22.2% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| r | 26628 | 19.3% | |
| i | 23423 | 16.9% | |
| e | 23423 | 16.9% | |
| d | 15919 | 11.5% | |
| a | 10720 | 7.8% | |
| n | 7526 | 5.4% | |
| g | 7504 | 5.4% | |
| l | 7504 | 5.4% | |
| v | 5210 | 3.8% | |
| o | 5210 | 3.8% | |
| c | 5210 | 3.8% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 4 | 2 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 161700 | > 99.9% | |
| Common | 2 | < 0.1% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| r | 26628 | 16.5% | |
| i | 23423 | 14.5% | |
| e | 23423 | 14.5% | |
| d | 15919 | 9.8% | |
| a | 10720 | 6.6% | |
| M | 10709 | 6.6% | |
| n | 7526 | 4.7% | |
| S | 7504 | 4.6% | |
| g | 7504 | 4.6% | |
| l | 7504 | 4.6% | |
| D | 5210 | 3.2% | |
| v | 5210 | 3.2% | |
| o | 5210 | 3.2% | |
| c | 5210 | 3.2% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 4 | 2 | 100.0% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 161702 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| r | 26628 | 16.5% | |
| i | 23423 | 14.5% | |
| e | 23423 | 14.5% | |
| d | 15919 | 9.8% | |
| a | 10720 | 6.6% | |
| M | 10709 | 6.6% | |
| n | 7526 | 4.7% | |
| S | 7504 | 4.6% | |
| g | 7504 | 4.6% | |
| l | 7504 | 4.6% | |
| D | 5210 | 3.2% | |
| v | 5210 | 3.2% | |
| o | 5210 | 3.2% | |
| c | 5210 | 3.2% | |
| 4 | 2 | < 0.1% |
| Distinct count | 1351 |
|---|---|
| Unique (%) | 5.8% |
| Missing | 13 |
| Missing (%) | 0.1% |
| Memory size | 183.2 KiB |
| 2342 | 66 |
|---|---|
| 2559 | 54 |
| 2380 | 49 |
| 5562 | 48 |
| 2610 | 48 |
| Other values (1346) |
| Value | Count | Frequency (%) | |
| 2342 | 66 | 0.3% | |
| 2559 | 54 | 0.2% | |
| 2380 | 49 | 0.2% | |
| 5562 | 48 | 0.2% | |
| 2610 | 48 | 0.2% | |
| 6347 | 48 | 0.2% | |
| 2741 | 48 | 0.2% | |
| 6142 | 47 | 0.2% | |
| 2451 | 47 | 0.2% | |
| 3452 | 46 | 0.2% | |
| 2404 | 46 | 0.2% | |
| 2693 | 45 | 0.2% | |
| 7756 | 41 | 0.2% | |
| 2293 | 39 | 0.2% | |
| 5204 | 38 | 0.2% | |
| 3162 | 38 | 0.2% | |
| 5993 | 38 | 0.2% | |
| 4898 | 38 | 0.2% | |
| 9980 | 37 | 0.2% | |
| 2911 | 37 | 0.2% | |
| 2028 | 37 | 0.2% | |
| 10096 | 34 | 0.1% | |
| 2044 | 33 | 0.1% | |
| 5405 | 33 | 0.1% | |
| 3294 | 33 | 0.1% | |
| Other values (1326) | 22355 | 95.4% |
Length
| Max length | 7 |
|---|---|
| Median length | 4 |
| Mean length | 4.190305513 |
| Min length | 3 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 2 | 13215 | 13.5% | |
| 1 | 11715 | 11.9% | |
| 4 | 11000 | 11.2% | |
| 3 | 10288 | 10.5% | |
| 6 | 9525 | 9.7% | |
| 5 | 9348 | 9.5% | |
| 7 | 8688 | 8.8% | |
| 9 | 8436 | 8.6% | |
| 0 | 8235 | 8.4% | |
| 8 | 7702 | 7.8% | |
| n | 27 | < 0.1% | |
| a | 14 | < 0.1% | |
| r | 2 | < 0.1% | |
| i | 2 | < 0.1% | |
| e | 2 | < 0.1% | |
| M | 1 | < 0.1% | |
| d | 1 | < 0.1% | |
| S | 1 | < 0.1% | |
| g | 1 | < 0.1% | |
| l | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 98152 | 99.9% | |
| Lowercase Letter | 50 | 0.1% | |
| Uppercase Letter | 2 | < 0.1% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 2 | 13215 | 13.5% | |
| 1 | 11715 | 11.9% | |
| 4 | 11000 | 11.2% | |
| 3 | 10288 | 10.5% | |
| 6 | 9525 | 9.7% | |
| 5 | 9348 | 9.5% | |
| 7 | 8688 | 8.9% | |
| 9 | 8436 | 8.6% | |
| 0 | 8235 | 8.4% | |
| 8 | 7702 | 7.8% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| n | 27 | 54.0% | |
| a | 14 | 28.0% | |
| r | 2 | 4.0% | |
| i | 2 | 4.0% | |
| e | 2 | 4.0% | |
| d | 1 | 2.0% | |
| g | 1 | 2.0% | |
| l | 1 | 2.0% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| M | 1 | 50.0% | |
| S | 1 | 50.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 98152 | 99.9% | |
| Latin | 52 | 0.1% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 2 | 13215 | 13.5% | |
| 1 | 11715 | 11.9% | |
| 4 | 11000 | 11.2% | |
| 3 | 10288 | 10.5% | |
| 6 | 9525 | 9.7% | |
| 5 | 9348 | 9.5% | |
| 7 | 8688 | 8.9% | |
| 9 | 8436 | 8.6% | |
| 0 | 8235 | 8.4% | |
| 8 | 7702 | 7.8% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| n | 27 | 51.9% | |
| a | 14 | 26.9% | |
| r | 2 | 3.8% | |
| i | 2 | 3.8% | |
| e | 2 | 3.8% | |
| M | 1 | 1.9% | |
| d | 1 | 1.9% | |
| S | 1 | 1.9% | |
| g | 1 | 1.9% | |
| l | 1 | 1.9% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 98204 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 2 | 13215 | 13.5% | |
| 1 | 11715 | 11.9% | |
| 4 | 11000 | 11.2% | |
| 3 | 10288 | 10.5% | |
| 6 | 9525 | 9.7% | |
| 5 | 9348 | 9.5% | |
| 7 | 8688 | 8.8% | |
| 9 | 8436 | 8.6% | |
| 0 | 8235 | 8.4% | |
| 8 | 7702 | 7.8% | |
| n | 27 | < 0.1% | |
| a | 14 | < 0.1% | |
| r | 2 | < 0.1% | |
| i | 2 | < 0.1% | |
| e | 2 | < 0.1% | |
| M | 1 | < 0.1% | |
| d | 1 | < 0.1% | |
| S | 1 | < 0.1% | |
| g | 1 | < 0.1% | |
| l | 1 | < 0.1% |
MonthlyRate
Real number (ℝ≥0)
| Distinct count | 1429 |
|---|---|
| Unique (%) | 6.1% |
| Missing | 11 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14304.343820704376 |
|---|---|
| Minimum | 2094.0 |
| Maximum | 26999.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 183.2 KiB |
Quantile statistics
| Minimum | 2094 |
|---|---|
| 5-th percentile | 3395 |
| Q1 | 8053 |
| median | 14222 |
| Q3 | 20460 |
| 95-th percentile | 25412 |
| Maximum | 26999 |
| Range | 24905 |
| Interquartile range (IQR) | 12407 |
Descriptive statistics
| Standard deviation | 7102.636293 |
|---|---|
| Coefficient of variation (CV) | 0.4965370227 |
| Kurtosis | -1.214860841 |
| Mean | 14304.34382 |
| Median Absolute Deviation (MAD) | 6204 |
| Skewness | 0.0194988031 |
| Sum | 335079254 |
| Variance | 50447442.31 |
| Value | Count | Frequency (%) | |
| 9150 | 53 | 0.2% | |
| 4223 | 49 | 0.2% | |
| 19373 | 34 | 0.1% | |
| 21534 | 33 | 0.1% | |
| 24444 | 32 | 0.1% | |
| 21981 | 32 | 0.1% | |
| 16154 | 32 | 0.1% | |
| 11652 | 32 | 0.1% | |
| 8952 | 32 | 0.1% | |
| 6319 | 32 | 0.1% | |
| 12858 | 32 | 0.1% | |
| 2755 | 32 | 0.1% | |
| 23016 | 32 | 0.1% | |
| 9129 | 32 | 0.1% | |
| 5355 | 32 | 0.1% | |
| 11737 | 32 | 0.1% | |
| 6670 | 32 | 0.1% | |
| 7744 | 32 | 0.1% | |
| 3339 | 32 | 0.1% | |
| 7324 | 32 | 0.1% | |
| 15891 | 32 | 0.1% | |
| 2125 | 32 | 0.1% | |
| 15986 | 32 | 0.1% | |
| 11591 | 32 | 0.1% | |
| 9096 | 32 | 0.1% | |
| Other values (1404) | 22584 | 96.4% |
| Value | Count | Frequency (%) | |
| 2094 | 16 | 0.1% | |
| 2097 | 15 | 0.1% | |
| 2104 | 16 | 0.1% | |
| 2112 | 15 | 0.1% | |
| 2122 | 16 | 0.1% | |
| 2125 | 32 | 0.1% | |
| 2137 | 16 | 0.1% | |
| 2227 | 16 | 0.1% | |
| 2243 | 16 | 0.1% | |
| 2253 | 16 | 0.1% |
| Value | Count | Frequency (%) | |
| 26999 | 16 | 0.1% | |
| 26997 | 14 | 0.1% | |
| 26968 | 16 | 0.1% | |
| 26959 | 15 | 0.1% | |
| 26956 | 16 | 0.1% | |
| 26933 | 16 | 0.1% | |
| 26914 | 16 | 0.1% | |
| 26897 | 15 | 0.1% | |
| 26894 | 15 | 0.1% | |
| 26862 | 16 | 0.1% |
| Distinct count | 12 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 9 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.887779058351475 |
|---|---|
| Minimum | 0.0 |
| Maximum | 23258.0 |
| Zeros | 3176 |
| Zeros (%) | 13.6% |
| Memory size | 183.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 2 |
| Q3 | 4 |
| 95-th percentile | 8 |
| Maximum | 23258 |
| Range | 23258 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 155.3329041 |
|---|---|
| Coefficient of variation (CV) | 39.95414909 |
| Kurtosis | 21486.8869 |
| Mean | 3.887779058 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 144.5986932 |
| Sum | 91079 |
| Variance | 24128.31111 |
| Value | Count | Frequency (%) | |
| 1 | 8311 | 35.5% | |
| 0 | 3176 | 13.6% | |
| 3 | 2508 | 10.7% | |
| 2 | 2330 | 9.9% | |
| 4 | 2208 | 9.4% | |
| 7 | 1171 | 5.0% | |
| 6 | 1108 | 4.7% | |
| 5 | 1002 | 4.3% | |
| 9 | 818 | 3.5% | |
| 8 | 793 | 3.4% | |
| 23258 | 1 | < 0.1% | |
| 4933 | 1 | < 0.1% | |
| (Missing) | 9 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 3176 | 13.6% | |
| 1 | 8311 | 35.5% | |
| 2 | 2330 | 9.9% | |
| 3 | 2508 | 10.7% | |
| 4 | 2208 | 9.4% | |
| 5 | 1002 | 4.3% | |
| 6 | 1108 | 4.7% | |
| 7 | 1171 | 5.0% | |
| 8 | 793 | 3.4% | |
| 9 | 818 | 3.5% |
| Value | Count | Frequency (%) | |
| 23258 | 1 | < 0.1% | |
| 4933 | 1 | < 0.1% | |
| 9 | 818 | 3.5% | |
| 8 | 793 | 3.4% | |
| 7 | 1171 | 5.0% | |
| 6 | 1108 | 4.7% | |
| 5 | 1002 | 4.3% | |
| 4 | 2208 | 9.4% | |
| 3 | 2508 | 10.7% | |
| 2 | 2330 | 9.9% |
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 10 |
| Missing (%) | < 0.1% |
| Memory size | 183.2 KiB |
| Y | |
|---|---|
| 1 | 2 |
| Value | Count | Frequency (%) | |
| Y | 23424 | 99.9% | |
| 1 | 2 | < 0.1% | |
| (Missing) | 10 | < 0.1% |
Length
| Max length | 3 |
|---|---|
| Median length | 1 |
| Mean length | 1.000853388 |
| Min length | 1 |
Most occurring characters
| Value | Count | Frequency (%) | |
| Y | 23424 | 99.9% | |
| n | 20 | 0.1% | |
| a | 10 | < 0.1% | |
| 1 | 2 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Uppercase Letter | 23424 | 99.9% | |
| Lowercase Letter | 30 | 0.1% | |
| Decimal Number | 2 | < 0.1% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| Y | 23424 | 100.0% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| n | 20 | 66.7% | |
| a | 10 | 33.3% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 1 | 2 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 23454 | > 99.9% | |
| Common | 2 | < 0.1% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| Y | 23424 | 99.9% | |
| n | 20 | 0.1% | |
| a | 10 | < 0.1% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 1 | 2 | 100.0% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 23456 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| Y | 23424 | 99.9% | |
| n | 20 | 0.1% | |
| a | 10 | < 0.1% | |
| 1 | 2 | < 0.1% |
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 12 |
| Missing (%) | 0.1% |
| Memory size | 183.2 KiB |
| No | |
|---|---|
| Yes | |
| Y | 2 |
| Value | Count | Frequency (%) | |
| No | 16790 | 71.6% | |
| Yes | 6632 | 28.3% | |
| Y | 2 | < 0.1% | |
| (Missing) | 12 | 0.1% |
Length
| Max length | 3 |
|---|---|
| Median length | 2 |
| Mean length | 2.283410138 |
| Min length | 1 |
Most occurring characters
| Value | Count | Frequency (%) | |
| N | 16790 | 31.4% | |
| o | 16790 | 31.4% | |
| Y | 6634 | 12.4% | |
| e | 6632 | 12.4% | |
| s | 6632 | 12.4% | |
| n | 24 | < 0.1% | |
| a | 12 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 30090 | 56.2% | |
| Uppercase Letter | 23424 | 43.8% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| N | 16790 | 71.7% | |
| Y | 6634 | 28.3% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| o | 16790 | 55.8% | |
| e | 6632 | 22.0% | |
| s | 6632 | 22.0% | |
| n | 24 | 0.1% | |
| a | 12 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 53514 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| N | 16790 | 31.4% | |
| o | 16790 | 31.4% | |
| Y | 6634 | 12.4% | |
| e | 6632 | 12.4% | |
| s | 6632 | 12.4% | |
| n | 24 | < 0.1% | |
| a | 12 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 53514 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| N | 16790 | 31.4% | |
| o | 16790 | 31.4% | |
| Y | 6634 | 12.4% | |
| e | 6632 | 12.4% | |
| s | 6632 | 12.4% | |
| n | 24 | < 0.1% | |
| a | 12 | < 0.1% |
| Distinct count | 17 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 14 |
| Missing (%) | 0.1% |
| Memory size | 183.2 KiB |
| 11 | |
|---|---|
| 13 | |
| 14 | |
| 12 | |
| 15 | 1596 |
| Other values (12) |
| Value | Count | Frequency (%) | |
| 11 | 3353 | 14.3% | |
| 13 | 3345 | 14.3% | |
| 14 | 3216 | 13.7% | |
| 12 | 3125 | 13.3% | |
| 15 | 1596 | 6.8% | |
| 18 | 1408 | 6.0% | |
| 17 | 1312 | 5.6% | |
| 16 | 1247 | 5.3% | |
| 19 | 1214 | 5.2% | |
| 22 | 889 | 3.8% | |
| 20 | 880 | 3.8% | |
| 21 | 767 | 3.3% | |
| 23 | 445 | 1.9% | |
| 24 | 340 | 1.5% | |
| 25 | 283 | 1.2% | |
| No | 1 | < 0.1% | |
| Yes | 1 | < 0.1% | |
| (Missing) | 14 | 0.1% |
Length
| Max length | 3 |
|---|---|
| Median length | 2 |
| Mean length | 2.000640041 |
| Min length | 2 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 1 | 23936 | 51.1% | |
| 2 | 7618 | 16.2% | |
| 3 | 3790 | 8.1% | |
| 4 | 3556 | 7.6% | |
| 5 | 1879 | 4.0% | |
| 8 | 1408 | 3.0% | |
| 7 | 1312 | 2.8% | |
| 6 | 1247 | 2.7% | |
| 9 | 1214 | 2.6% | |
| 0 | 880 | 1.9% | |
| n | 28 | 0.1% | |
| a | 14 | < 0.1% | |
| N | 1 | < 0.1% | |
| o | 1 | < 0.1% | |
| Y | 1 | < 0.1% | |
| e | 1 | < 0.1% | |
| s | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 46840 | 99.9% | |
| Lowercase Letter | 45 | 0.1% | |
| Uppercase Letter | 2 | < 0.1% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 1 | 23936 | 51.1% | |
| 2 | 7618 | 16.3% | |
| 3 | 3790 | 8.1% | |
| 4 | 3556 | 7.6% | |
| 5 | 1879 | 4.0% | |
| 8 | 1408 | 3.0% | |
| 7 | 1312 | 2.8% | |
| 6 | 1247 | 2.7% | |
| 9 | 1214 | 2.6% | |
| 0 | 880 | 1.9% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| n | 28 | 62.2% | |
| a | 14 | 31.1% | |
| o | 1 | 2.2% | |
| e | 1 | 2.2% | |
| s | 1 | 2.2% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| N | 1 | 50.0% | |
| Y | 1 | 50.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 46840 | 99.9% | |
| Latin | 47 | 0.1% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 1 | 23936 | 51.1% | |
| 2 | 7618 | 16.3% | |
| 3 | 3790 | 8.1% | |
| 4 | 3556 | 7.6% | |
| 5 | 1879 | 4.0% | |
| 8 | 1408 | 3.0% | |
| 7 | 1312 | 2.8% | |
| 6 | 1247 | 2.7% | |
| 9 | 1214 | 2.6% | |
| 0 | 880 | 1.9% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| n | 28 | 59.6% | |
| a | 14 | 29.8% | |
| N | 1 | 2.1% | |
| o | 1 | 2.1% | |
| Y | 1 | 2.1% | |
| e | 1 | 2.1% | |
| s | 1 | 2.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 46887 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 1 | 23936 | 51.1% | |
| 2 | 7618 | 16.2% | |
| 3 | 3790 | 8.1% | |
| 4 | 3556 | 7.6% | |
| 5 | 1879 | 4.0% | |
| 8 | 1408 | 3.0% | |
| 7 | 1312 | 2.8% | |
| 6 | 1247 | 2.7% | |
| 9 | 1214 | 2.6% | |
| 0 | 880 | 1.9% | |
| n | 28 | 0.1% | |
| a | 14 | < 0.1% | |
| N | 1 | < 0.1% | |
| o | 1 | < 0.1% | |
| Y | 1 | < 0.1% | |
| e | 1 | < 0.1% | |
| s | 1 | < 0.1% |
| Distinct count | 4 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 10 |
| Missing (%) | < 0.1% |
| Memory size | 183.2 KiB |
| 3 | |
|---|---|
| 4 | 3633 |
| 11 | 1 |
| 13 | 1 |
| Value | Count | Frequency (%) | |
| 3 | 19791 | 84.4% | |
| 4 | 3633 | 15.5% | |
| 11 | 1 | < 0.1% | |
| 13 | 1 | < 0.1% | |
| (Missing) | 10 | < 0.1% |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.000085339 |
| Min length | 3 |
Most occurring characters
| Value | Count | Frequency (%) | |
| . | 23426 | 33.3% | |
| 0 | 23426 | 33.3% | |
| 3 | 19792 | 28.1% | |
| 4 | 3633 | 5.2% | |
| n | 20 | < 0.1% | |
| a | 10 | < 0.1% | |
| 1 | 3 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 46854 | 66.6% | |
| Other Punctuation | 23426 | 33.3% | |
| Lowercase Letter | 30 | < 0.1% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 0 | 23426 | 50.0% | |
| 3 | 19792 | 42.2% | |
| 4 | 3633 | 7.8% | |
| 1 | 3 | < 0.1% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| . | 23426 | 100.0% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| n | 20 | 66.7% | |
| a | 10 | 33.3% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 70280 | > 99.9% | |
| Latin | 30 | < 0.1% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| . | 23426 | 33.3% | |
| 0 | 23426 | 33.3% | |
| 3 | 19792 | 28.2% | |
| 4 | 3633 | 5.2% | |
| 1 | 3 | < 0.1% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| n | 20 | 66.7% | |
| a | 10 | 33.3% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 70310 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| . | 23426 | 33.3% | |
| 0 | 23426 | 33.3% | |
| 3 | 19792 | 28.1% | |
| 4 | 3633 | 5.2% | |
| n | 20 | < 0.1% | |
| a | 10 | < 0.1% | |
| 1 | 3 | < 0.1% |
RelationshipSatisfaction
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 8 |
| Missing (%) | < 0.1% |
| Memory size | 183.2 KiB |
| 3 | |
|---|---|
| 4 | |
| 2 | |
| 1 |
| Value | Count | Frequency (%) | |
| 3 | 7316 | 31.2% | |
| 4 | 6888 | 29.4% | |
| 2 | 4844 | 20.7% | |
| 1 | 4380 | 18.7% | |
| (Missing) | 8 | < 0.1% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Most occurring characters
| Value | Count | Frequency (%) | |
| . | 23428 | 33.3% | |
| 0 | 23428 | 33.3% | |
| 3 | 7316 | 10.4% | |
| 4 | 6888 | 9.8% | |
| 2 | 4844 | 6.9% | |
| 1 | 4380 | 6.2% | |
| n | 16 | < 0.1% | |
| a | 8 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 46856 | 66.6% | |
| Other Punctuation | 23428 | 33.3% | |
| Lowercase Letter | 24 | < 0.1% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 0 | 23428 | 50.0% | |
| 3 | 7316 | 15.6% | |
| 4 | 6888 | 14.7% | |
| 2 | 4844 | 10.3% | |
| 1 | 4380 | 9.3% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| . | 23428 | 100.0% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| n | 16 | 66.7% | |
| a | 8 | 33.3% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 70284 | > 99.9% | |
| Latin | 24 | < 0.1% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| . | 23428 | 33.3% | |
| 0 | 23428 | 33.3% | |
| 3 | 7316 | 10.4% | |
| 4 | 6888 | 9.8% | |
| 2 | 4844 | 6.9% | |
| 1 | 4380 | 6.2% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| n | 16 | 66.7% | |
| a | 8 | 33.3% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 70308 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| . | 23428 | 33.3% | |
| 0 | 23428 | 33.3% | |
| 3 | 7316 | 10.4% | |
| 4 | 6888 | 9.8% | |
| 2 | 4844 | 6.9% | |
| 1 | 4380 | 6.2% | |
| n | 16 | < 0.1% | |
| a | 8 | < 0.1% |
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 10 |
| Missing (%) | < 0.1% |
| Memory size | 183.2 KiB |
| 80 | |
|---|---|
| 3 | 1 |
| 4 | 1 |
| Value | Count | Frequency (%) | |
| 80 | 23424 | 99.9% | |
| 3 | 1 | < 0.1% | |
| 4 | 1 | < 0.1% | |
| (Missing) | 10 | < 0.1% |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.999487967 |
| Min length | 3 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 0 | 46850 | 50.0% | |
| . | 23426 | 25.0% | |
| 8 | 23424 | 25.0% | |
| n | 20 | < 0.1% | |
| a | 10 | < 0.1% | |
| 4 | 1 | < 0.1% | |
| 3 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 70276 | 75.0% | |
| Other Punctuation | 23426 | 25.0% | |
| Lowercase Letter | 30 | < 0.1% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 0 | 46850 | 66.7% | |
| 8 | 23424 | 33.3% | |
| 4 | 1 | < 0.1% | |
| 3 | 1 | < 0.1% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| . | 23426 | 100.0% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| n | 20 | 66.7% | |
| a | 10 | 33.3% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 93702 | > 99.9% | |
| Latin | 30 | < 0.1% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 0 | 46850 | 50.0% | |
| . | 23426 | 25.0% | |
| 8 | 23424 | 25.0% | |
| 4 | 1 | < 0.1% | |
| 3 | 1 | < 0.1% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| n | 20 | 66.7% | |
| a | 10 | 33.3% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 93732 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 0 | 46850 | 50.0% | |
| . | 23426 | 25.0% | |
| 8 | 23424 | 25.0% | |
| n | 20 | < 0.1% | |
| a | 10 | < 0.1% | |
| 4 | 1 | < 0.1% | |
| 3 | 1 | < 0.1% |
| Distinct count | 5 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 9 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7998463311563581 |
|---|---|
| Minimum | 0.0 |
| Maximum | 80.0 |
| Zeros | 10066 |
| Zeros (%) | 43.0% |
| Memory size | 183.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 3 |
| Maximum | 80 |
| Range | 80 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.122453851 |
|---|---|
| Coefficient of variation (CV) | 1.403336876 |
| Kurtosis | 2114.866453 |
| Mean | 0.7998463312 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 30.4052657 |
| Sum | 18738 |
| Variance | 1.259902649 |
| Value | Count | Frequency (%) | |
| 0 | 10066 | 43.0% | |
| 1 | 9483 | 40.5% | |
| 2 | 2533 | 10.8% | |
| 3 | 1343 | 5.7% | |
| 80 | 2 | < 0.1% | |
| (Missing) | 9 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 10066 | 43.0% | |
| 1 | 9483 | 40.5% | |
| 2 | 2533 | 10.8% | |
| 3 | 1343 | 5.7% | |
| 80 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 80 | 2 | < 0.1% | |
| 3 | 1343 | 5.7% | |
| 2 | 2533 | 10.8% | |
| 1 | 9483 | 40.5% | |
| 0 | 10066 | 43.0% |
TotalWorkingYears
Real number (ℝ≥0)
| Distinct count | 40 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 8 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.259219737066758 |
|---|---|
| Minimum | 0.0 |
| Maximum | 40.0 |
| Zeros | 211 |
| Zeros (%) | 0.9% |
| Memory size | 183.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 6 |
| median | 10 |
| Q3 | 15 |
| 95-th percentile | 28 |
| Maximum | 40 |
| Range | 40 |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | 7.772369689 |
|---|---|
| Coefficient of variation (CV) | 0.6903115732 |
| Kurtosis | 0.9267695682 |
| Mean | 11.25921974 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 1.117251569 |
| Sum | 263781 |
| Variance | 60.40973059 |
| Value | Count | Frequency (%) | |
| 10 | 3241 | 13.8% | |
| 6 | 1992 | 8.5% | |
| 8 | 1653 | 7.1% | |
| 9 | 1538 | 6.6% | |
| 5 | 1396 | 6.0% | |
| 7 | 1285 | 5.5% | |
| 1 | 1284 | 5.5% | |
| 4 | 992 | 4.2% | |
| 12 | 757 | 3.2% | |
| 3 | 670 | 2.9% | |
| 15 | 621 | 2.6% | |
| 16 | 614 | 2.6% | |
| 11 | 571 | 2.4% | |
| 13 | 569 | 2.4% | |
| 21 | 540 | 2.3% | |
| 17 | 517 | 2.2% | |
| 14 | 495 | 2.1% | |
| 2 | 485 | 2.1% | |
| 20 | 480 | 2.0% | |
| 18 | 425 | 1.8% | |
| 23 | 354 | 1.5% | |
| 19 | 350 | 1.5% | |
| 22 | 330 | 1.4% | |
| 24 | 288 | 1.2% | |
| 26 | 223 | 1.0% | |
| Other values (15) | 1758 | 7.5% |
| Value | Count | Frequency (%) | |
| 0 | 211 | 0.9% | |
| 1 | 1284 | 5.5% | |
| 2 | 485 | 2.1% | |
| 3 | 670 | 2.9% | |
| 4 | 992 | 4.2% | |
| 5 | 1396 | 6.0% | |
| 6 | 1992 | 8.5% | |
| 7 | 1285 | 5.5% | |
| 8 | 1653 | 7.1% | |
| 9 | 1538 | 6.6% |
| Value | Count | Frequency (%) | |
| 40 | 37 | 0.2% | |
| 38 | 16 | 0.1% | |
| 37 | 56 | 0.2% | |
| 36 | 92 | 0.4% | |
| 35 | 46 | 0.2% | |
| 34 | 82 | 0.3% | |
| 33 | 110 | 0.5% | |
| 32 | 150 | 0.6% | |
| 31 | 148 | 0.6% | |
| 30 | 105 | 0.4% |
| Distinct count | 9 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 11 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.80017075773746 |
|---|---|
| Minimum | 0.0 |
| Maximum | 30.0 |
| Zeros | 871 |
| Zeros (%) | 3.7% |
| Memory size | 183.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 3 |
| Q3 | 3 |
| 95-th percentile | 5 |
| Maximum | 30 |
| Range | 30 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.308527349 |
|---|---|
| Coefficient of variation (CV) | 0.4673026977 |
| Kurtosis | 10.24969617 |
| Mean | 2.800170758 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.042542576 |
| Sum | 65594 |
| Variance | 1.712243823 |
| Value | Count | Frequency (%) | |
| 2 | 8725 | 37.2% | |
| 3 | 7806 | 33.3% | |
| 4 | 1970 | 8.4% | |
| 5 | 1882 | 8.0% | |
| 1 | 1126 | 4.8% | |
| 6 | 1043 | 4.5% | |
| 0 | 871 | 3.7% | |
| 22 | 1 | < 0.1% | |
| 30 | 1 | < 0.1% | |
| (Missing) | 11 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 871 | 3.7% | |
| 1 | 1126 | 4.8% | |
| 2 | 8725 | 37.2% | |
| 3 | 7806 | 33.3% | |
| 4 | 1970 | 8.4% | |
| 5 | 1882 | 8.0% | |
| 6 | 1043 | 4.5% | |
| 22 | 1 | < 0.1% | |
| 30 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 30 | 1 | < 0.1% | |
| 22 | 1 | < 0.1% | |
| 6 | 1043 | 4.5% | |
| 5 | 1882 | 8.0% | |
| 4 | 1970 | 8.4% | |
| 3 | 7806 | 33.3% | |
| 2 | 8725 | 37.2% | |
| 1 | 1126 | 4.8% | |
| 0 | 871 | 3.7% |
WorkLifeBalance
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 10 |
| Missing (%) | < 0.1% |
| Memory size | 183.2 KiB |
| 3 | |
|---|---|
| 2 | |
| 4 | 2439 |
| 1 | 1270 |
| Value | Count | Frequency (%) | |
| 3 | 14238 | 60.8% | |
| 2 | 5479 | 23.4% | |
| 4 | 2439 | 10.4% | |
| 1 | 1270 | 5.4% | |
| (Missing) | 10 | < 0.1% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Most occurring characters
| Value | Count | Frequency (%) | |
| . | 23426 | 33.3% | |
| 0 | 23426 | 33.3% | |
| 3 | 14238 | 20.3% | |
| 2 | 5479 | 7.8% | |
| 4 | 2439 | 3.5% | |
| 1 | 1270 | 1.8% | |
| n | 20 | < 0.1% | |
| a | 10 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 46852 | 66.6% | |
| Other Punctuation | 23426 | 33.3% | |
| Lowercase Letter | 30 | < 0.1% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 0 | 23426 | 50.0% | |
| 3 | 14238 | 30.4% | |
| 2 | 5479 | 11.7% | |
| 4 | 2439 | 5.2% | |
| 1 | 1270 | 2.7% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| . | 23426 | 100.0% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| n | 20 | 66.7% | |
| a | 10 | 33.3% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 70278 | > 99.9% | |
| Latin | 30 | < 0.1% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| . | 23426 | 33.3% | |
| 0 | 23426 | 33.3% | |
| 3 | 14238 | 20.3% | |
| 2 | 5479 | 7.8% | |
| 4 | 2439 | 3.5% | |
| 1 | 1270 | 1.8% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| n | 20 | 66.7% | |
| a | 10 | 33.3% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 70308 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| . | 23426 | 33.3% | |
| 0 | 23426 | 33.3% | |
| 3 | 14238 | 20.3% | |
| 2 | 5479 | 7.8% | |
| 4 | 2439 | 3.5% | |
| 1 | 1270 | 1.8% | |
| n | 20 | < 0.1% | |
| a | 10 | < 0.1% |
| Distinct count | 37 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 13 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.010886735260215 |
|---|---|
| Minimum | 0.0 |
| Maximum | 40.0 |
| Zeros | 740 |
| Zeros (%) | 3.2% |
| Memory size | 183.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 5 |
| Q3 | 10 |
| 95-th percentile | 20 |
| Maximum | 40 |
| Range | 40 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 6.138394186 |
|---|---|
| Coefficient of variation (CV) | 0.8755517551 |
| Kurtosis | 3.895293291 |
| Mean | 7.010886735 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 1.758900923 |
| Sum | 164216 |
| Variance | 37.67988318 |
| Value | Count | Frequency (%) | |
| 5 | 3112 | 13.3% | |
| 1 | 2718 | 11.6% | |
| 3 | 2030 | 8.7% | |
| 2 | 2008 | 8.6% | |
| 10 | 1928 | 8.2% | |
| 4 | 1755 | 7.5% | |
| 7 | 1413 | 6.0% | |
| 9 | 1295 | 5.5% | |
| 8 | 1275 | 5.4% | |
| 6 | 1219 | 5.2% | |
| 0 | 740 | 3.2% | |
| 11 | 514 | 2.2% | |
| 20 | 437 | 1.9% | |
| 13 | 371 | 1.6% | |
| 15 | 311 | 1.3% | |
| 14 | 304 | 1.3% | |
| 22 | 238 | 1.0% | |
| 12 | 221 | 0.9% | |
| 21 | 220 | 0.9% | |
| 18 | 204 | 0.9% | |
| 16 | 198 | 0.8% | |
| 19 | 176 | 0.8% | |
| 17 | 143 | 0.6% | |
| 24 | 95 | 0.4% | |
| 33 | 85 | 0.4% | |
| Other values (12) | 413 | 1.8% |
| Value | Count | Frequency (%) | |
| 0 | 740 | 3.2% | |
| 1 | 2718 | 11.6% | |
| 2 | 2008 | 8.6% | |
| 3 | 2030 | 8.7% | |
| 4 | 1755 | 7.5% | |
| 5 | 3112 | 13.3% | |
| 6 | 1219 | 5.2% | |
| 7 | 1413 | 6.0% | |
| 8 | 1275 | 5.4% | |
| 9 | 1295 | 5.5% |
| Value | Count | Frequency (%) | |
| 40 | 15 | 0.1% | |
| 37 | 16 | 0.1% | |
| 36 | 32 | 0.1% | |
| 34 | 16 | 0.1% | |
| 33 | 85 | 0.4% | |
| 32 | 48 | 0.2% | |
| 31 | 48 | 0.2% | |
| 30 | 16 | 0.1% | |
| 29 | 30 | 0.1% | |
| 27 | 32 | 0.1% |
| Distinct count | 20 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 15 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.227445454933607 |
|---|---|
| Minimum | 0.0 |
| Maximum | 22.0 |
| Zeros | 3925 |
| Zeros (%) | 16.7% |
| Memory size | 183.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 3 |
| Q3 | 7 |
| 95-th percentile | 11 |
| Maximum | 22 |
| Range | 22 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 3.627284157 |
|---|---|
| Coefficient of variation (CV) | 0.8580321604 |
| Kurtosis | 0.4853770175 |
| Mean | 4.227445455 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.9186346507 |
| Sum | 99011 |
| Variance | 13.15719035 |
| Value | Count | Frequency (%) | |
| 2 | 5928 | 25.3% | |
| 0 | 3925 | 16.7% | |
| 7 | 3516 | 15.0% | |
| 3 | 2141 | 9.1% | |
| 4 | 1635 | 7.0% | |
| 8 | 1426 | 6.1% | |
| 9 | 1074 | 4.6% | |
| 1 | 887 | 3.8% | |
| 5 | 594 | 2.5% | |
| 6 | 591 | 2.5% | |
| 10 | 459 | 2.0% | |
| 11 | 359 | 1.5% | |
| 13 | 221 | 0.9% | |
| 14 | 176 | 0.8% | |
| 12 | 149 | 0.6% | |
| 15 | 134 | 0.6% | |
| 16 | 110 | 0.5% | |
| 17 | 63 | 0.3% | |
| 18 | 32 | 0.1% | |
| 22 | 1 | < 0.1% | |
| (Missing) | 15 | 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 3925 | 16.7% | |
| 1 | 887 | 3.8% | |
| 2 | 5928 | 25.3% | |
| 3 | 2141 | 9.1% | |
| 4 | 1635 | 7.0% | |
| 5 | 594 | 2.5% | |
| 6 | 591 | 2.5% | |
| 7 | 3516 | 15.0% | |
| 8 | 1426 | 6.1% | |
| 9 | 1074 | 4.6% |
| Value | Count | Frequency (%) | |
| 22 | 1 | < 0.1% | |
| 18 | 32 | 0.1% | |
| 17 | 63 | 0.3% | |
| 16 | 110 | 0.5% | |
| 15 | 134 | 0.6% | |
| 14 | 176 | 0.8% | |
| 13 | 221 | 0.9% | |
| 12 | 149 | 0.6% | |
| 11 | 359 | 1.5% | |
| 10 | 459 | 2.0% |
| Distinct count | 17 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 11 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.183820704375667 |
|---|---|
| Minimum | 0.0 |
| Maximum | 17.0 |
| Zeros | 9271 |
| Zeros (%) | 39.6% |
| Memory size | 183.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 3 |
| 95-th percentile | 9 |
| Maximum | 17 |
| Range | 17 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 3.218614665 |
|---|---|
| Coefficient of variation (CV) | 1.473845659 |
| Kurtosis | 3.623118393 |
| Mean | 2.183820704 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.986932469 |
| Sum | 51156 |
| Variance | 10.35948036 |
| Value | Count | Frequency (%) | |
| 0 | 9271 | 39.6% | |
| 1 | 5684 | 24.3% | |
| 2 | 2533 | 10.8% | |
| 7 | 1215 | 5.2% | |
| 4 | 961 | 4.1% | |
| 3 | 843 | 3.6% | |
| 5 | 713 | 3.0% | |
| 6 | 508 | 2.2% | |
| 11 | 377 | 1.6% | |
| 8 | 284 | 1.2% | |
| 9 | 271 | 1.2% | |
| 15 | 206 | 0.9% | |
| 12 | 160 | 0.7% | |
| 13 | 158 | 0.7% | |
| 14 | 144 | 0.6% | |
| 10 | 96 | 0.4% | |
| 17 | 1 | < 0.1% | |
| (Missing) | 11 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 9271 | 39.6% | |
| 1 | 5684 | 24.3% | |
| 2 | 2533 | 10.8% | |
| 3 | 843 | 3.6% | |
| 4 | 961 | 4.1% | |
| 5 | 713 | 3.0% | |
| 6 | 508 | 2.2% | |
| 7 | 1215 | 5.2% | |
| 8 | 284 | 1.2% | |
| 9 | 271 | 1.2% |
| Value | Count | Frequency (%) | |
| 17 | 1 | < 0.1% | |
| 15 | 206 | 0.9% | |
| 14 | 144 | 0.6% | |
| 13 | 158 | 0.7% | |
| 12 | 160 | 0.7% | |
| 11 | 377 | 1.6% | |
| 10 | 96 | 0.4% | |
| 9 | 271 | 1.2% | |
| 8 | 284 | 1.2% | |
| 7 | 1215 | 5.2% |
| Distinct count | 18 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 7 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.12757693456827 |
|---|---|
| Minimum | 0.0 |
| Maximum | 17.0 |
| Zeros | 4197 |
| Zeros (%) | 17.9% |
| Memory size | 183.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 3 |
| Q3 | 7 |
| 95-th percentile | 10 |
| Maximum | 17 |
| Range | 17 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 3.572379438 |
|---|---|
| Coefficient of variation (CV) | 0.865490697 |
| Kurtosis | 0.1609622479 |
| Mean | 4.127576935 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.8316199248 |
| Sum | 96705 |
| Variance | 12.76189485 |
| Value | Count | Frequency (%) | |
| 2 | 5461 | 23.3% | |
| 0 | 4197 | 17.9% | |
| 7 | 3439 | 14.7% | |
| 3 | 2254 | 9.6% | |
| 8 | 1696 | 7.2% | |
| 4 | 1572 | 6.7% | |
| 1 | 1219 | 5.2% | |
| 9 | 1035 | 4.4% | |
| 5 | 496 | 2.1% | |
| 6 | 457 | 1.9% | |
| 10 | 435 | 1.9% | |
| 11 | 351 | 1.5% | |
| 12 | 277 | 1.2% | |
| 13 | 238 | 1.0% | |
| 17 | 112 | 0.5% | |
| 14 | 79 | 0.3% | |
| 15 | 79 | 0.3% | |
| 16 | 32 | 0.1% | |
| (Missing) | 7 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 4197 | 17.9% | |
| 1 | 1219 | 5.2% | |
| 2 | 5461 | 23.3% | |
| 3 | 2254 | 9.6% | |
| 4 | 1572 | 6.7% | |
| 5 | 496 | 2.1% | |
| 6 | 457 | 1.9% | |
| 7 | 3439 | 14.7% | |
| 8 | 1696 | 7.2% | |
| 9 | 1035 | 4.4% |
| Value | Count | Frequency (%) | |
| 17 | 112 | 0.5% | |
| 16 | 32 | 0.1% | |
| 15 | 79 | 0.3% | |
| 14 | 79 | 0.3% | |
| 13 | 238 | 1.0% | |
| 12 | 277 | 1.2% | |
| 11 | 351 | 1.5% | |
| 10 | 435 | 1.9% | |
| 9 | 1035 | 4.4% | |
| 8 | 1696 | 7.2% |
| Distinct count | 12 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 12 |
| Missing (%) | 0.1% |
| Memory size | 183.2 KiB |
| Company Website | |
|---|---|
| Seek | |
| Indeed | |
| Jora | |
| Other values (7) |
| Value | Count | Frequency (%) | |
| Company Website | 5400 | 23.0% | |
| Seek | 3689 | 15.7% | |
| Indeed | 2529 | 10.8% | |
| Jora | 2422 | 10.3% | |
| 2339 | 10.0% | ||
| Recruit.net | 2322 | 9.9% | |
| GlassDoor | 2176 | 9.3% | |
| Adzuna | 2126 | 9.1% | |
| Referral | 418 | 1.8% | |
| Test | 1 | < 0.1% | |
| 2 | 1 | < 0.1% | |
| 15 | 1 | < 0.1% | |
| (Missing) | 12 | 0.1% |
Length
| Max length | 15 |
|---|---|
| Median length | 8 |
| Mean length | 8.559438471 |
| Min length | 1 |
Most occurring characters
| Value | Count | Frequency (%) | |
| e | 31056 | 15.5% | |
| n | 17079 | 8.5% | |
| a | 12554 | 6.3% | |
| o | 12174 | 6.1% | |
| i | 10061 | 5.0% | |
| t | 10045 | 5.0% | |
| s | 9753 | 4.9% | |
| d | 9523 | 4.7% | |
| r | 7756 | 3.9% | |
| k | 6028 | 3.0% | |
| C | 5400 | 2.7% | |
| m | 5400 | 2.7% | |
| p | 5400 | 2.7% | |
| y | 5400 | 2.7% | |
| 5400 | 2.7% | ||
| W | 5400 | 2.7% | |
| b | 5400 | 2.7% | |
| I | 4868 | 2.4% | |
| u | 4448 | 2.2% | |
| S | 3689 | 1.8% | |
| R | 2740 | 1.4% | |
| l | 2594 | 1.3% | |
| J | 2422 | 1.2% | |
| L | 2339 | 1.2% | |
| c | 2322 | 1.2% | |
| Other values (10) | 11348 | 5.7% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 159537 | 79.5% | |
| Uppercase Letter | 33337 | 16.6% | |
| Space Separator | 5400 | 2.7% | |
| Other Punctuation | 2322 | 1.2% | |
| Decimal Number | 3 | < 0.1% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| C | 5400 | 16.2% | |
| W | 5400 | 16.2% | |
| I | 4868 | 14.6% | |
| S | 3689 | 11.1% | |
| R | 2740 | 8.2% | |
| J | 2422 | 7.3% | |
| L | 2339 | 7.0% | |
| G | 2176 | 6.5% | |
| D | 2176 | 6.5% | |
| A | 2126 | 6.4% | |
| T | 1 | < 0.1% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| e | 31056 | 19.5% | |
| n | 17079 | 10.7% | |
| a | 12554 | 7.9% | |
| o | 12174 | 7.6% | |
| i | 10061 | 6.3% | |
| t | 10045 | 6.3% | |
| s | 9753 | 6.1% | |
| d | 9523 | 6.0% | |
| r | 7756 | 4.9% | |
| k | 6028 | 3.8% | |
| m | 5400 | 3.4% | |
| p | 5400 | 3.4% | |
| y | 5400 | 3.4% | |
| b | 5400 | 3.4% | |
| u | 4448 | 2.8% | |
| l | 2594 | 1.6% | |
| c | 2322 | 1.5% | |
| z | 2126 | 1.3% | |
| f | 418 | 0.3% |
Most frequent Space Separator characters
| Value | Count | Frequency (%) | |
| 5400 | 100.0% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| . | 2322 | 100.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 1 | 1 | 33.3% | |
| 5 | 1 | 33.3% | |
| 2 | 1 | 33.3% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 192874 | 96.1% | |
| Common | 7725 | 3.9% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| e | 31056 | 16.1% | |
| n | 17079 | 8.9% | |
| a | 12554 | 6.5% | |
| o | 12174 | 6.3% | |
| i | 10061 | 5.2% | |
| t | 10045 | 5.2% | |
| s | 9753 | 5.1% | |
| d | 9523 | 4.9% | |
| r | 7756 | 4.0% | |
| k | 6028 | 3.1% | |
| C | 5400 | 2.8% | |
| m | 5400 | 2.8% | |
| p | 5400 | 2.8% | |
| y | 5400 | 2.8% | |
| W | 5400 | 2.8% | |
| b | 5400 | 2.8% | |
| I | 4868 | 2.5% | |
| u | 4448 | 2.3% | |
| S | 3689 | 1.9% | |
| R | 2740 | 1.4% | |
| l | 2594 | 1.3% | |
| J | 2422 | 1.3% | |
| L | 2339 | 1.2% | |
| c | 2322 | 1.2% | |
| G | 2176 | 1.1% | |
| Other values (5) | 6847 | 3.5% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 5400 | 69.9% | ||
| . | 2322 | 30.1% | |
| 1 | 1 | < 0.1% | |
| 5 | 1 | < 0.1% | |
| 2 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 200599 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| e | 31056 | 15.5% | |
| n | 17079 | 8.5% | |
| a | 12554 | 6.3% | |
| o | 12174 | 6.1% | |
| i | 10061 | 5.0% | |
| t | 10045 | 5.0% | |
| s | 9753 | 4.9% | |
| d | 9523 | 4.7% | |
| r | 7756 | 3.9% | |
| k | 6028 | 3.0% | |
| C | 5400 | 2.7% | |
| m | 5400 | 2.7% | |
| p | 5400 | 2.7% | |
| y | 5400 | 2.7% | |
| 5400 | 2.7% | ||
| W | 5400 | 2.7% | |
| b | 5400 | 2.7% | |
| I | 4868 | 2.4% | |
| u | 4448 | 2.2% | |
| S | 3689 | 1.8% | |
| R | 2740 | 1.4% | |
| l | 2594 | 1.3% | |
| J | 2422 | 1.2% | |
| L | 2339 | 1.2% | |
| c | 2322 | 1.2% | |
| Other values (10) | 11348 | 5.7% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| Age | Attrition | BusinessTravel | DailyRate | Department | DistanceFromHome | Education | EducationField | EmployeeCount | EmployeeNumber | Application ID | EnvironmentSatisfaction | Gender | HourlyRate | JobInvolvement | JobLevel | JobRole | JobSatisfaction | MaritalStatus | MonthlyIncome | MonthlyRate | NumCompaniesWorked | Over18 | OverTime | PercentSalaryHike | PerformanceRating | RelationshipSatisfaction | StandardHours | StockOptionLevel | TotalWorkingYears | TrainingTimesLastYear | WorkLifeBalance | YearsAtCompany | YearsInCurrentRole | YearsSinceLastPromotion | YearsWithCurrManager | Employee Source | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 41.0 | Voluntary Resignation | Travel_Rarely | 1102.0 | Sales | 1 | 2.0 | Life Sciences | 1 | 1 | 123456 | 2.0 | Female | 94 | 3.0 | 2.0 | Sales Executive | 4 | Single | 5993 | 19479.0 | 8.0 | Y | Yes | 11 | 3.0 | 1.0 | 80.0 | 0.0 | 8.0 | 0.0 | 1.0 | 6.0 | 4.0 | 0.0 | 5.0 | Referral |
| 1 | 41.0 | Voluntary Resignation | Travel_Rarely | 1102.0 | Sales | 1 | 2.0 | Life Sciences | 1 | 1 | 123458 | 2.0 | Female | 94 | 3.0 | 2.0 | Sales Executive | 4 | Single | 5993 | 19479.0 | 4.0 | Y | Yes | 11 | 3.0 | 1.0 | 80.0 | 0.0 | 8.0 | 0.0 | 1.0 | 6.0 | 4.0 | 0.0 | 5.0 | Referral |
| 2 | 41.0 | Voluntary Resignation | Travel_Rarely | 1102.0 | Sales | 1 | 2.0 | Life Sciences | 1 | 7 | 123462 | 2.0 | Female | 94 | 3.0 | 2.0 | Sales Executive | 4 | Single | 5993 | 19479.0 | 8.0 | Y | Yes | 11 | 3.0 | 1.0 | 80.0 | 0.0 | 8.0 | 0.0 | 1.0 | 6.0 | 4.0 | 0.0 | 5.0 | Referral |
| 3 | 41.0 | Voluntary Resignation | Travel_Rarely | 1102.0 | Sales | 1 | 2.0 | Life Sciences | 1 | 8 | 123463 | 2.0 | Female | 94 | 3.0 | 2.0 | Sales Executive | 4 | Single | 5993 | 19479.0 | 4.0 | Y | Yes | 11 | 3.0 | 1.0 | 80.0 | 0.0 | 8.0 | 0.0 | 1.0 | 6.0 | 4.0 | 0.0 | 5.0 | Referral |
| 4 | 41.0 | Voluntary Resignation | Travel_Rarely | 1102.0 | Sales | 1 | 2.0 | Life Sciences | 1 | 9 | 123464 | 2.0 | Female | 94 | 3.0 | 2.0 | Sales Executive | 4 | Single | 5993 | 19479.0 | 8.0 | Y | Yes | 11 | 3.0 | 1.0 | 80.0 | 0.0 | 8.0 | 0.0 | 1.0 | 6.0 | 4.0 | 0.0 | 5.0 | Referral |
| 5 | 41.0 | Voluntary Resignation | Travel_Rarely | 1102.0 | Sales | 1 | 2.0 | Life Sciences | 1 | 10 | 123465 | 4.0 | Female | 33 | 3.0 | 4.0 | Manager | 3 | Divorced | 14756 | 19730.0 | 2.0 | Y | Yes | 14 | 3.0 | 3.0 | 80.0 | 3.0 | 21.0 | 2.0 | 3.0 | 5.0 | 0.0 | 0.0 | 2.0 | Company Website |
| 6 | 41.0 | Voluntary Resignation | Travel_Rarely | 1102.0 | Sales | 1 | 2.0 | Life Sciences | 1 | 11 | 123466 | 1.0 | Female | 41 | 3.0 | 5.0 | Manager | 1 | Married | 19566 | 3854.0 | 5.0 | Y | No | 11 | 3.0 | 4.0 | 80.0 | 0.0 | 33.0 | 5.0 | 1.0 | 29.0 | 8.0 | 11.0 | 10.0 | Indeed |
| 7 | 41.0 | Voluntary Resignation | Travel_Rarely | 1102.0 | Sales | 1 | 2.0 | Life Sciences | 1 | 13 | 123468 | 2.0 | Female | 94 | 3.0 | 2.0 | Sales Executive | 4 | Single | 5993 | 19479.0 | 4.0 | Y | Yes | 11 | 3.0 | 1.0 | 80.0 | 0.0 | 8.0 | 0.0 | 1.0 | 6.0 | 4.0 | 0.0 | 5.0 | Referral |
| 8 | 41.0 | Voluntary Resignation | Travel_Rarely | 1102.0 | Sales | 1 | 2.0 | Life Sciences | 1 | 17 | 123472 | 2.0 | Female | 94 | 3.0 | 2.0 | Sales Executive | 4 | Single | 5993 | 19479.0 | 8.0 | Y | Yes | 11 | 3.0 | 1.0 | 80.0 | 0.0 | 8.0 | 0.0 | 1.0 | 6.0 | 4.0 | 0.0 | 5.0 | Referral |
| 9 | 41.0 | Voluntary Resignation | Travel_Rarely | 1102.0 | Sales | 1 | 2.0 | Life Sciences | 1 | 18 | 123473 | 2.0 | Female | 94 | 3.0 | 2.0 | Sales Executive | 4 | Single | 5993 | 19479.0 | 4.0 | Y | Yes | 11 | 3.0 | 1.0 | 80.0 | 0.0 | 8.0 | 0.0 | 1.0 | 6.0 | 4.0 | 0.0 | 5.0 | Referral |
Last rows
| Age | Attrition | BusinessTravel | DailyRate | Department | DistanceFromHome | Education | EducationField | EmployeeCount | EmployeeNumber | Application ID | EnvironmentSatisfaction | Gender | HourlyRate | JobInvolvement | JobLevel | JobRole | JobSatisfaction | MaritalStatus | MonthlyIncome | MonthlyRate | NumCompaniesWorked | Over18 | OverTime | PercentSalaryHike | PerformanceRating | RelationshipSatisfaction | StandardHours | StockOptionLevel | TotalWorkingYears | TrainingTimesLastYear | WorkLifeBalance | YearsAtCompany | YearsInCurrentRole | YearsSinceLastPromotion | YearsWithCurrManager | Employee Source | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 23426 | 60.0 | Current employee | Travel_Rarely | 370.0 | Research & Development | 1 | 4.0 | Life Sciences | 1 | 19332 | 142787 | 3.0 | Male | 92 | 1.0 | 3.0 | Healthcare Representative | 4 | Divorced | 10883 | 20467.0 | 0.0 | Y | No | 20 | 3.0 | 3.0 | 80.0 | 1.0 | 19.0 | 2.0 | 4.0 | 1.0 | 0.0 | 0.0 | 0.0 | Company Website |
| 23427 | 60.0 | Current employee | Travel_Rarely | 370.0 | Research & Development | 1 | 4.0 | Medical | 1 | 19336 | 142791 | 3.0 | Male | 92 | 1.0 | 3.0 | Healthcare Representative | 4 | Single | 10883 | 20467.0 | 3.0 | Y | No | 20 | 4.0 | 3.0 | 80.0 | 1.0 | 20.0 | 2.0 | 3.0 | 20.0 | 7.0 | 2.0 | 13.0 | Company Website |
| 23428 | 60.0 | Current employee | Travel_Rarely | 370.0 | Research & Development | 1 | 4.0 | Life Sciences | 1 | 19337 | 142792 | 3.0 | Male | 92 | 1.0 | 3.0 | Healthcare Representative | 4 | Divorced | 10883 | 20467.0 | 0.0 | Y | No | 20 | 4.0 | 3.0 | 80.0 | 1.0 | 19.0 | 2.0 | 4.0 | 1.0 | 0.0 | 0.0 | 0.0 | Company Website |
| 23429 | 60.0 | Current employee | Travel_Rarely | 370.0 | Research & Development | 1 | 4.0 | Medical | 1 | 19338 | 142793 | 3.0 | Male | 92 | 1.0 | 3.0 | Healthcare Representative | 4 | Divorced | 10883 | 20467.0 | 3.0 | Y | No | 20 | 3.0 | 3.0 | 80.0 | 1.0 | 19.0 | 2.0 | 4.0 | 1.0 | 0.0 | 0.0 | 0.0 | Company Website |
| 23430 | 60.0 | Current employee | Travel_Rarely | 370.0 | Research & Development | 1 | 4.0 | Life Sciences | 1 | 19340 | 142795 | 3.0 | Male | 92 | 1.0 | 3.0 | Healthcare Representative | 4 | Divorced | 10883 | 20467.0 | 0.0 | Y | No | 20 | 3.0 | 3.0 | 80.0 | 1.0 | 19.0 | 2.0 | 4.0 | 1.0 | 0.0 | 0.0 | 0.0 | Company Website |
| 23431 | 60.0 | Current employee | Travel_Rarely | 370.0 | Research & Development | 1 | 4.0 | Medical | 1 | 19344 | 142799 | 3.0 | Male | 92 | 1.0 | 3.0 | Healthcare Representative | 4 | Single | 10883 | 20467.0 | 3.0 | Y | No | 20 | 4.0 | 3.0 | 80.0 | 1.0 | 20.0 | 2.0 | 3.0 | 20.0 | 7.0 | 2.0 | 13.0 | Company Website |
| 23432 | 60.0 | Current employee | Travel_Rarely | 370.0 | Research & Development | 1 | 4.0 | Life Sciences | 1 | 19345 | 142800 | 3.0 | Male | 92 | 1.0 | 3.0 | Healthcare Representative | 4 | Divorced | 10883 | 20467.0 | 0.0 | Y | No | 20 | 4.0 | 3.0 | 80.0 | 1.0 | 19.0 | 2.0 | 4.0 | 1.0 | 0.0 | 0.0 | 0.0 | Company Website |
| 23433 | NaN | Voluntary Resignation | Travel_Frequently | 1009.0 | Research & Development | 1 | 3.0 | Life Sciences | 1 | 16794 | 140249 | 4.0 | Male | 83 | 3.0 | 2.0 | Sales Executive | 3 | Married | 5301 | 2939.0 | 4.0 | Y | No | 15 | 3.0 | 3.0 | 80.0 | 2.0 | 4.0 | 2.0 | 2.0 | 2.0 | 1.0 | 2.0 | 2.0 | Adzuna |
| 23434 | NaN | Current employee | Travel_Rarely | 1354.0 | Research & Development | 5 | 3.0 | Medical | 1 | 1956 | 125411 | 3.0 | Female | 45 | 2.0 | 3.0 | Manager | 1 | Single | 11631 | 5615.0 | 2.0 | Y | No | 12 | 3.0 | 4.0 | 80.0 | 0.0 | 14.0 | 6.0 | 3.0 | 11.0 | 10.0 | 5.0 | 8.0 | Indeed |
| 23435 | NaN | Current employee | Non-Travel | 1142.0 | Research & Development | 8 | 2.0 | Life Sciences | 1 | 17587 | 141042 | 4.0 | Male | 72 | 3.0 | 2.0 | Healthcare Representative | 4 | Divorced | 4069 | 8841.0 | 3.0 | Y | Yes | 18 | 3.0 | 3.0 | 80.0 | 0.0 | 8.0 | 2.0 | 3.0 | 2.0 | 2.0 | 2.0 | 2.0 | Recruit.net |
Most frequent
| Age | Attrition | BusinessTravel | DailyRate | Department | Education | EducationField | EmployeeNumber | EnvironmentSatisfaction | Gender | HourlyRate | JobInvolvement | JobLevel | JobRole | JobSatisfaction | MaritalStatus | MonthlyIncome | MonthlyRate | NumCompaniesWorked | Over18 | OverTime | PercentSalaryHike | PerformanceRating | RelationshipSatisfaction | StandardHours | StockOptionLevel | TotalWorkingYears | TrainingTimesLastYear | WorkLifeBalance | YearsAtCompany | YearsInCurrentRole | YearsSinceLastPromotion | YearsWithCurrManager | Employee Source | count | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 21.0 | Current employee | Travel_Rarely | 391.0 | Research & Development | 2.0 | Life Sciences | 816 | 1.0 | Male | 39 | 1.0 | 1.0 | Laboratory Technician | 3 | Single | 2293 | 10558.0 | 1.0 | Y | No | 12 | 4.0 | 3.0 | 80.0 | 0.0 | 1.0 | 2.0 | 2.0 | 1.0 | 0.0 | 0.0 | 1.0 | Seek | 2 |
| 1 | 21.0 | Current employee | Travel_Rarely | 391.0 | Research & Development | 2.0 | Life Sciences | 819 | 3.0 | Male | 39 | 1.0 | 1.0 | Laboratory Technician | 3 | Single | 2293 | 7324.0 | 1.0 | Y | No | 12 | 3.0 | 3.0 | 80.0 | 0.0 | 1.0 | 2.0 | 2.0 | 1.0 | 0.0 | 0.0 | 1.0 | Seek | 2 |
| 2 | 21.0 | Current employee | Travel_Rarely | 391.0 | Research & Development | 2.0 | Medical | 817 | 1.0 | Male | 39 | 1.0 | 1.0 | Laboratory Technician | 3 | Single | 2293 | 10558.0 | 1.0 | Y | No | 12 | 3.0 | 3.0 | 80.0 | 0.0 | 1.0 | 2.0 | 2.0 | 1.0 | 0.0 | 0.0 | 1.0 | Seek | 2 |
| 3 | 26.0 | Voluntary Resignation | Travel_Rarely | 1357.0 | Research & Development | 3.0 | Life Sciences | 813 | 1.0 | Male | 48 | 1.0 | 1.0 | Laboratory Technician | 3 | Single | 2293 | 21534.0 | 1.0 | Y | No | 12 | 3.0 | 3.0 | 80.0 | 0.0 | 1.0 | 2.0 | 2.0 | 1.0 | 0.0 | 0.0 | 1.0 | Seek | 2 |
| 4 | 26.0 | Voluntary Resignation | Travel_Rarely | 1357.0 | Research & Development | 3.0 | Life Sciences | 815 | 1.0 | Male | 48 | 1.0 | 1.0 | Laboratory Technician | 3 | Single | 2293 | 10558.0 | 1.0 | Y | No | 12 | 3.0 | 3.0 | 80.0 | 0.0 | 1.0 | 2.0 | 2.0 | 1.0 | 0.0 | 0.0 | 1.0 | Seek | 2 |
| 5 | 26.0 | Voluntary Resignation | Travel_Rarely | 1357.0 | Research & Development | 3.0 | Technical Degree | 814 | 1.0 | Male | 48 | 1.0 | 1.0 | Laboratory Technician | 3 | Single | 2293 | 26009.0 | 1.0 | Y | No | 12 | 3.0 | 3.0 | 80.0 | 0.0 | 1.0 | 2.0 | 2.0 | 1.0 | 0.0 | 0.0 | 1.0 | Seek | 2 |
| 6 | 26.0 | Voluntary Resignation | Travel_Rarely | 1357.0 | Research & Development | 3.0 | Technical Degree | 818 | 1.0 | Male | 48 | 1.0 | 1.0 | Laboratory Technician | 3 | Single | 2293 | 10558.0 | 1.0 | Y | No | 12 | 3.0 | 3.0 | 80.0 | 0.0 | 1.0 | 2.0 | 2.0 | 1.0 | 0.0 | 0.0 | 1.0 | Seek | 2 |
| 7 | 32.0 | Current employee | Non-Travel | 953.0 | Research & Development | 4.0 | Life Sciences | 23244 | 4.0 | Female | 100 | 2.0 | 2.0 | Sales Executive | 4 | Married | 6652 | 14369.0 | 5.0 | Y | No | 13 | 3.0 | 1.0 | 80.0 | 1.0 | 8.0 | 2.0 | 2.0 | 6.0 | 3.0 | 0.0 | 0.0 | Seek | 2 |
| 8 | 37.0 | Voluntary Resignation | Travel_Rarely | 807.0 | Human Resources | 4.0 | Human Resources | 1 | 1.0 | Female | 37 | 3.0 | 2.0 | Sales Executive | 4 | Single | 5993 | 19479.0 | 8.0 | Y | Yes | 11 | 4.0 | 1.0 | 80.0 | 0.0 | 8.0 | 0.0 | 1.0 | 6.0 | 4.0 | 0.0 | 5.0 | Referral | 2 |
| 9 | 37.0 | Voluntary Resignation | Travel_Rarely | 807.0 | Human Resources | 4.0 | Human Resources | 5 | 1.0 | Female | 37 | 3.0 | 2.0 | Sales Executive | 4 | Single | 5993 | 19479.0 | 8.0 | Y | Yes | 11 | 3.0 | 1.0 | 80.0 | 0.0 | 8.0 | 0.0 | 1.0 | 6.0 | 4.0 | 0.0 | 5.0 | Referral | 2 |